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@@ -9,10 +9,9 @@ description: >
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gpu-dense, gpu-light. These never change — only the underlying model does.
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gpu-dense, gpu-light. These never change — only the underlying model does.
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Strix Halo: strix-moe → unsloth/Qwen3.6-35B-A3B-MTP (UD-Q4_K_M, 22GB).
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Strix Halo: strix-moe → unsloth/Qwen3.6-35B-A3B-MTP (UD-Q4_K_M, 22GB).
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RTX 5070: gemma-4-12b Q4_K_M → IQ4_NL + MTP draft (122 tok/s, 2x faster).
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RTX 5070: gemma-4-12b Q4_K_M → IQ4_NL + MTP draft (122 tok/s, 2x faster).
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UPDATED 2026-07-17: Strix Halo model swapped to Genesis Hermes V3 APEX (LuffyTheFox, 24GB, uncensored,
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UPDATED 2026-07-17: Context reduced fleet-wide from 256K to 128K for stability.
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Hermes agent fine-tune, tensor repair, multimodal with mmproj).
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Strix Halo model swapped to qwen3.6-35B-udq4 (22GB, strix-moe alias).
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RTX 5070 swapped to HauhauCS Gemma4-12B QAT Uncensored Balanced (Q4_K_M, 87 tok/s, 0/465 refusals).
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Instability observed near 100K at 256K (now all GPUs at 128K). 128K is the stable ceiling.
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Instability observed near 100K at 256K. 128K is the stable ceiling.
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For larger context needs → fall back to external providers (deepseek).
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For larger context needs → fall back to external providers (deepseek).
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VRAM headroom improved: RTX 3090 ~70%, RTX 5070 ~65%.
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VRAM headroom improved: RTX 3090 ~70%, RTX 5070 ~65%.
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agent: abiba
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agent: abiba
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@@ -87,31 +86,19 @@ When a model is swapped on a GPU, ONLY the infrastructure layer changes — agen
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| Alias | GPU | Current Model | Will Route To |
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| Alias | GPU | Current Model | Will Route To |
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|-------|-----|---------------|---------------|
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|-------|-----|---------------|---------------|
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| `strix-moe` | Strix Halo (.15) | qwen3.6-35B-udq4 | Whatever runs on Strix Halo |
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| `strix-moe` | Strix Halo (.15) | qwen3.6-35B-udq4 | Whatever runs on Strix Halo |
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| `gpu-dense` | RTX 3090 (.8) | qwen3.6-27B-code (ThinkingCap) | Whatever runs on RTX 3090 |
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| `gpu-dense` | RTX 3090 (.8) | qwen3.6-27B-code | Whatever runs on RTX 3090 |
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| `gpu-light` | RTX 5070 (.110) | gemma-4-12b | Whatever runs on RTX 5070 |
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| `gpu-light` | RTX 5070 (.110) | gemma-4-12b | Whatever runs on RTX 5070 |
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**Backward compatibility**: Old model-specific names (qwen3.6-27B-code, gemma-4-12b, qwen3.6-35B-udq4) still work
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**Backward compatibility**: Old model-specific names (qwen3.6-27B-code, gemma-4-12b, qwen3.6-35B-udq4) still work
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but are deprecated for agent configs. Only the stable aliases survive model swaps.
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but are deprecated for agent configs. Only the stable aliases survive model swaps.
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## Current Model Assignments (2026-07-17)
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## Current Model Assignments (2026-07-15)
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| Model | GPU | Host | VRAM | Ctx | KV Cache | Parallel | Batch/Ubatch | Status |
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| Model | GPU | Host | VRAM | Ctx | KV Cache | Parallel | Batch/Ubatch | Status |
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|-------|-----|------|------|-----|----------|----------|-------------|--------|
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|-------|-----|------|------|-----|----------|----------|-------------|--------|
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| qwen3.6-27B-code (ThinkingCap) | RTX 3090 | .8 (llm-gpu) | ~20.9/24.6GB (85%) | **128K** | turbo4 | 1 | default | ✅ 68 tok/s |
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| qwen3.6-27B-code (MTP) | RTX 3090 | .8 (llm-gpu) | ~17/24.6GB (70%) | **128K** | turbo4 | 2 | default | ✅ 63 tok/s |
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| gemma-4-12b (HauhauCS QAT) | RTX 5070 | .110 (ocu-llm) | ~10.0/12.2GB (82%) | 128K | q4_0 | 1 | 2048/1024 | ✅ 87 tok/s |
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| gemma-4-12b | RTX 5070 | .110 (ocu-llm) | ~7.8/12.2GB (65%) | 128K | q4_0 | 2 | 2048/1024 | ✅ healthy |
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| Genesis Hermes V3 APEX | Strix Halo Vulkan | .15 (amdpve) | ~10GB/64GB | 128K | q4_0 | 1 | 4096/1024 | ✅ 65 tok/s |
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| qwen3.6-35B-udq4 | Strix Halo Vulkan | .15 (amdpve) | ~22GB/64GB | 128K | q4_0 | 1 | 4096/1024 | ✅ 65 tok/s |
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> **RTX 5070 model swap (2026-07-17)**: Switched from `gemma-4-12b-it-IQ4_NL` (Unsloth, 191 tok/s)
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> to `HauhauCS/Gemma4-12B-QAT-Uncensored-HauhauCS-Balanced` (Q4_K_M QAT, 87 tok/s).
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> Trade: 54% slower generation for QAT quality, 0/465 refusals, and agent-optimized tuning.
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> MTP draft also swapped: Q8_0 (444MB) → tuned draft (242MB), saving 200MB VRAM.
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> Role unchanged: gpu-light (vision, web extract, light auxiliary tasks).
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> **RTX 3090 model swap (2026-07-17)**: Switched from `Qwopus3.6-27B-v2-MTP-Q4_K_M` (63 tok/s)
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> to `bottlecapai/ThinkingCap-Qwen3.6-27B` (Q4_K_M QAT, 68 tok/s).
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> RL-finetuned: 50% fewer thinking tokens, MMLU-Pro 0.85 vs 0.83 base.
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> Self-spec MTP REQUIRED (crashes without it on turboquant build).
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> Added vision via mmproj (0.9GB). VRAM 85%.
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## Routing Configuration (LiteLLM — July 2026)
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## Routing Configuration (LiteLLM — July 2026)
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@@ -120,7 +107,7 @@ but are deprecated for agent configs. Only the stable aliases survive model swap
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| Model | GPU | Weight | RPM Cap | Timeout |
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| Model | GPU | Weight | RPM Cap | Timeout |
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|-------|-----|--------|---------|---------|
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|-------|-----|--------|---------|---------|
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| qwen3.6-27B-code | RTX 3090 (.8:8080) | **0.55** | 500 | **300s** |
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| qwen3.6-27B-code | RTX 3090 (.8:8080) | **0.55** | 500 | **300s** |
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| Genesis Hermes V3 APEX | Strix Halo (.15:8080) | **0.30** | 60 | **300s** |
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| qwen3.6-35B-udq4 | Strix Halo (.15:8080) | **0.30** | 60 | **300s** |
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| gemma-4-12b | RTX 5070 (.110:8080) | **0.15** | 200 | **120s** |
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| gemma-4-12b | RTX 5070 (.110:8080) | **0.15** | 200 | **120s** |
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Note: All syslog-auto entries route directly to GPUs with `api_key: not-needed`. The router (port 9000) is NOT in the inference path.
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Note: All syslog-auto entries route directly to GPUs with `api_key: not-needed`. The router (port 9000) is NOT in the inference path.
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@@ -129,17 +116,17 @@ Note: All syslog-auto entries route directly to GPUs with `api_key: not-needed`.
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| Model | RPM Cap | Notes |
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| Model | RPM Cap | Notes |
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|-------|---------|-------|
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|-------|---------|-------|
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| strix-moe (Hermes V3) | 40 | Tight cap — prevents Strix overload |
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| strix-moe (qwen3.6-35B-udq4) | 40 | Tight cap — prevents Strix overload |
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| qwen3.6-27B-code | 500 | ThinkingCap Q4_K_M + MTP self-spec + vision, 68 tok/s |
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| qwen3.6-27B-code | 500 | High cap — primary workhorse |
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| gemma-4-12b | 500 | HauhauCS QAT Uncensored Balanced + MTP, 87 tok/s |
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| gemma-4-12b | 500 | High cap — IQ4_NL+MTP, 122 tok/s |
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### Stable Aliases (for agent configs — never change)
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### Stable Aliases (for agent configs — never change)
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| Alias | RPM Cap | Routes To | Purpose |
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| Alias | RPM Cap | Routes To | Purpose |
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|-------|---------|-----------|---------|
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|-------|---------|-----------|---------|
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| `strix-moe` | 40 | Strix Halo | Compression tasks (MoE models) |
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| `strix-moe` | 40 | Strix Halo | Compression tasks (MoE models) |
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| `gpu-dense` | 500 | RTX 3090 (ThinkingCap) | Heavy reasoning, code gen, delegation |
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| `gpu-dense` | 500 | RTX 3090 | Heavy reasoning |
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| `gpu-light` | 500 | RTX 5070 (HauhauCS QAT) | Vision, web extract, light tasks |
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| `gpu-light` | 500 | RTX 5070 | Vision, web extract, light tasks |
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### Fallback Chains
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### Fallback Chains
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- gemma → qwen
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- gemma → qwen
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@@ -261,10 +248,10 @@ If no SSH access, send Zulip DM via abiba-bot with vault update instructions.
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- **LiteLLM /metrics**: Requires auth. Prometheus uses `/health/liveliness` as workaround.
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- **LiteLLM /metrics**: Requires auth. Prometheus uses `/health/liveliness` as workaround.
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- **VRAM (2026-07-15)**: RTX 3090 at ~17/24.6GB (~70%) with **128K context** (reduced from 256K 2026-07-17). RTX 5070 at ~7.8/12.2GB (~65%) with 128K context + MTP. Strix Halo at ~7GB/64GB.
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- **VRAM (2026-07-15)**: RTX 3090 at ~17/24.6GB (~70%) with **128K context** (reduced from 256K 2026-07-17). RTX 5070 at ~7.8/12.2GB (~65%) with 128K context + MTP. Strix Halo at ~7GB/64GB.
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- **RTX 3090 runs `--parallel 2`** with MTP draft (spec-type draft-mtp, spec-draft-n-max 2).
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- **RTX 3090 runs `--parallel 2`** with MTP draft (spec-type draft-mtp, spec-draft-n-max 2).
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- **RTX 3090 config**: `-c 131072 -ctk turbo4 -ctv turbo4 --parallel 1 --flash-attn on --cont-batching --spec-type draft-mtp --spec-draft-n-max 4`. ThinkingCap Qwen3.6-27B Q4_K_M (15.7GB) + mmproj (0.9GB) + MTP self-spec. VRAM: ~85%. Service: `/home/llmuser/llama-wrapper.sh`. ⚠️ MTP REQUIRED for stability on this turboquant build — model segfaults without `--spec-type draft-mtp`. Outputs reasoning_content (hidden from agent, improves answer quality).
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- **RTX 3090 config**: `-c 131072 -ctk turbo4 -ctv turbo4 --parallel 2 --flash-attn on --cont-batching --spec-type draft-mtp`. Context reduced to 128K (2026-07-17, was 256K). VRAM: ~70%. Service: `/home/llmuser/llama-wrapper.sh`.
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- **RTX 5070 config (2026-07-17)**: HauhauCS Gemma4-12B QAT Uncensored Balanced (Q4_K_M) + tuned MTP draft (242MB) at 128K context, single slot. Gen speed: 87 tok/s (vs 191 IQ4_NL). VRAM: ~10.0/12.2GB (~82%). Service: `/home/llmuser/llama-wrapper.sh`. Model: `Gemma4-12B-QAT-Uncensored-HauhauCS-Balanced-Q4_K_M.gguf`, MTP: `mtp-gemma-4-12B-it.gguf`, mmproj: `mmproj-Gemma4-12B-QAT-Uncensored-HauhauCS-Balanced-BF16.gguf`. Recommended sampling: temp 0.6, top_k 64, top_p 0.9, min_p 0.05, repeat_penalty 1.1.
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- **RTX 5070 config (2026-07-15)**: Switched to IQ4_NL + MTP draft (Q8_0) at 128K context. Gen speed: 122 tok/s. VRAM: ~7.8/12.2GB (~65%). Service: `/home/llmuser/llama-wrapper.sh`. Config: `--model gemma-4-12b-it-IQ4_NL.gguf --spec-draft-model gemma-4-12b-it-Q8_0-MTP.gguf --spec-type draft-mtp --spec-draft-n-max 4 --ctx-size 131072`.
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- **LiteLLM timeout tuning (verified 2026-07-16 against `/opt/inference-harness/litellm_config.yaml` on CT 116)**: gemma-4-12b 120s, qwen3.6-27B-code 300s, qwen3.6-35B-udq4 300s, strix-moe 300s, syslog-auto routes all 300s. Nginx proxy_read_timeout: 600s. Global request_timeout: 300s.
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- **LiteLLM timeout tuning (verified 2026-07-16 against `/opt/inference-harness/litellm_config.yaml` on CT 116)**: gemma-4-12b 120s, qwen3.6-27B-code 300s, qwen3.6-35B-udq4 300s, strix-moe 300s, syslog-auto routes all 300s. Nginx proxy_read_timeout: 600s. Global request_timeout: 300s.
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- **Strix Halo GPU**: Vulkan is the working backend (ROCm/HIP path abandoned — HSA runtime blocked on Debian 13). Build at `/root/llama.cpp/build-vk/`, commit `4fc4ec5` (2026-07-01), ggml 0.15.3 shared-lib arch. Mesa RADV 25.0.7, KHR_coopmat fast path active. ~70 tok/s gen, 532 tok/s prompt. Service: `strix-server.service` on port 8080, model: `LuffyTheFox/Qwen3.6-35B-A3B-Uncensored-Genesis-Hermes-V3-GGUF` (APEX quant), alias `strix-moe`, 128K context, flash-attn + q4 KV, multimodal (mmproj loaded). Hermes agent fine-tune, tensor repair (SSM layers fixed via SVD), uncensored (0/465 refusals).
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- **Strix Halo GPU**: Vulkan is the working backend (ROCm/HIP path abandoned — HSA runtime blocked on Debian 13). Build at `/root/llama.cpp/build-vk/`, commit `4fc4ec5` (2026-07-01), ggml 0.15.3 shared-lib arch. Mesa RADV 25.0.7, KHR_coopmat fast path active. ~70 tok/s gen, 532 tok/s prompt. Service: `strix-server.service` on port 8080, model: `qwen3.6-35B-udq4`, alias `strix-moe`, 128K context, flash-attn + q4 KV, multimodal (mmproj loaded).
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- **Port conflict detection (2026-07-05)**: All 3 GPU wrappers now detect ghost processes squatting port 8080 before starting. `.8` and `.110` use inline pre-start check in `llama-wrapper.sh`; `.15` uses `/usr/local/bin/port-cleanup.sh` ExecStartPre. Replaces the blanket `pkill -9 -x llama-server` on .15 which would kill ALL llama-server instances regardless of port. Ghost detection was the root cause of .8 crash-looping for 27+ restarts (stale pid 25836 squatting 8080 after OOM kill).
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- **Port conflict detection (2026-07-05)**: All 3 GPU wrappers now detect ghost processes squatting port 8080 before starting. `.8` and `.110` use inline pre-start check in `llama-wrapper.sh`; `.15` uses `/usr/local/bin/port-cleanup.sh` ExecStartPre. Replaces the blanket `pkill -9 -x llama-server` on .15 which would kill ALL llama-server instances regardless of port. Ghost detection was the root cause of .8 crash-looping for 27+ restarts (stale pid 25836 squatting 8080 after OOM kill).
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- **Strix Halo thermal safeguard (2026-07-02)**: `strix-server.service` has `-n 8192` (hard generation cap per request). Without it, `--predict` defaults to -1 (infinity) — a runaway request from .123 (Mumuni) decoded 39,868 tokens over 24 min, pushing Tctl to 98°C (crit 89.8°C) and throttling 70→29 t/s. The cap bounds worst-case generation to ~5 min. Do NOT remove `-n` without a replacement ceiling. Sustained load hits ~84°C even at 92s; the APU is fanless/low-flow. Clients MUST also set `max_tokens`.
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- **Strix Halo thermal safeguard (2026-07-02)**: `strix-server.service` has `-n 8192` (hard generation cap per request). Without it, `--predict` defaults to -1 (infinity) — a runaway request from .123 (Mumuni) decoded 39,868 tokens over 24 min, pushing Tctl to 98°C (crit 89.8°C) and throttling 70→29 t/s. The cap bounds worst-case generation to ~5 min. Do NOT remove `-n` without a replacement ceiling. Sustained load hits ~84°C even at 92s; the APU is fanless/low-flow. Clients MUST also set `max_tokens`.
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- **Port 8080 firewall**: amdpve iptables restricts 8080 to 192.168.68.116 (LiteLLM/router host) only. All inbound connections are from .116 (LiteLLM proxied via nginx). Localhost curls hang (SYN dropped). Always test from .116.
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- **Port 8080 firewall**: amdpve iptables restricts 8080 to 192.168.68.116 (LiteLLM/router host) only. All inbound connections are from .116 (LiteLLM proxied via nginx). Localhost curls hang (SYN dropped). Always test from .116.
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@@ -278,11 +265,11 @@ If no SSH access, send Zulip DM via abiba-bot with vault update instructions.
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| GPU | Model | Gen tok/s | Prompt tok/s | Baseline | Context |
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| GPU | Model | Gen tok/s | Prompt tok/s | Baseline | Context |
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|-----|-------|-----------|--------------|----------|---------|
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|-----|-------|-----------|--------------|----------|---------|
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| RTX 3090 (.8) | ThinkingCap-Qwen3.6-27B Q4_K_M | **68** | — | — | **128K** |
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| RTX 3090 (.8) | qwen3.6-27B-code (MTP) | **63** | — | — | **128K** |
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| RTX 5070 (.110) | HauhauCS QAT Uncensored Balanced | **87** | — | — | **128K** |
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| RTX 5070 (.110) | gemma-4-12b (IQ4_NL+MTP) | **191** | — | — | **128K** |
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| Strix Halo (.15) | Genesis Hermes V3 APEX | **65** | 140 | — | **128K** |
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| Strix Halo (.15) | qwen3.6-35B-udq4 | **65** | 140 | — | **128K** |
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Benchmarks from 2026-07-17. Strix Halo swapped to Genesis Hermes V3 APEX (LuffyTheFox). RTX 5070 MTP provides 2.7x speedup over pre-upgrade 70 tok/s.
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Benchmarks from 2026-07-17. Strix Halo model: qwen3.6-35B-udq4. RTX 5070 MTP provides 2.7x speedup over pre-upgrade 70 tok/s.
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All 3 GPUs now at 128K context (2026-07-17, reduced from 256K for stability).
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All 3 GPUs now at 128K context (2026-07-17, reduced from 256K for stability).
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Benchmarks run through LiteLLM proxy (192.168.68.116:4001) every 5 minutes.
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Benchmarks run through LiteLLM proxy (192.168.68.116:4001) every 5 minutes.
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@@ -328,7 +315,7 @@ Mumuni (CT114, 192.168.68.123) is the primary business assistant. This profile i
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| `compression.protect_last_n` | 40 | Preserves last 40 messages |
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| `compression.protect_last_n` | 40 | Preserves last 40 messages |
|
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| `memory.memory_char_limit` | 800 | Brief memory entries |
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| `memory.memory_char_limit` | 800 | Brief memory entries |
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||||||
| `personalities` | `creative` | Creative assistant personality |
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| `personalities` | `creative` | Creative assistant personality |
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||||||
| Platforms | cli, discord, homeassistant, signal, telegram, zulip | All Hermes platforms |
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| Platforms | cli, homeassistant, signal, telegram, zulip | All Hermes platforms |
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||||||
| Main model timeout | 300s | LiteLLM global timeout |
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| Main model timeout | 300s | LiteLLM global timeout |
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| Compression model timeout | 300s | strix-moe timeout increased from 120s |
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| Compression model timeout | 300s | strix-moe timeout increased from 120s |
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@@ -47,7 +47,7 @@ poll .15:8080 directly; must go through router on .116.
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|||||||
| Router (unified) | `http://192.168.68.116/health/unified` | 15s | models, CB, scores, GPU status |
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| Router (unified) | `http://192.168.68.116/health/unified` | 15s | models, CB, scores, GPU status |
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| Router (basic) | `http://192.168.68.116/health` | 15s | basic aliveness |
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| Router (basic) | `http://192.168.68.116/health` | 15s | basic aliveness |
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| LiteLLM | `http://192.168.68.116/litellm/health` | 15s | proxy health, model count |
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| LiteLLM | `http://192.168.68.116/litellm/health` | 15s | proxy health, model count |
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| Strix Halo | `http://192.168.68.116/health/unified` (router) | 15s | ornith status via router — cannot poll .15:8080 directly (firewalled to .116 only) |
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| Strix Halo | `http://192.168.68.116/health/unified` (router) | 15s | Strix Halo status via router — cannot poll .15:8080 directly (firewalled to .116 only) |
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| Dashboard | `http://192.168.68.116/dashboard/` | 15s | harness-dashboard aliveness |
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| Dashboard | `http://192.168.68.116/dashboard/` | 15s | harness-dashboard aliveness |
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### Alert Delivery
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### Alert Delivery
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||||||
|
|||||||
@@ -46,7 +46,7 @@ depends_on:
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|||||||
|-------|-----|------|-------|------|-----|-------|------|
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|-------|-----|------|-------|------|-----|-------|------|
|
||||||
| `gpu-dense` | RTX 3090 24GB | ct8 (.8:8080) | ThinkingCap Qwen3.6-27B Q4_K_M + MTP + vision | 21.6/24.6GB (88%) | 128K | 74.9 | Heavy reasoning, code gen |
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| `gpu-dense` | RTX 3090 24GB | ct8 (.8:8080) | ThinkingCap Qwen3.6-27B Q4_K_M + MTP + vision | 21.6/24.6GB (88%) | 128K | 74.9 | Heavy reasoning, code gen |
|
||||||
| `gpu-light` | RTX 5070 12GB | ct110 (.110:8080) | HauhauCS Gemma4-12B QAT Q4_K_M + MTP draft | 10.1/12.2GB (83%) | 128K | 169.6 | Vision, web extract, light tasks |
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| `gpu-light` | RTX 5070 12GB | ct110 (.110:8080) | HauhauCS Gemma4-12B QAT Q4_K_M + MTP draft | 10.1/12.2GB (83%) | 128K | 169.6 | Vision, web extract, light tasks |
|
||||||
| `strix-moe` | Strix Halo 64GB | ct15 (.15:8080) | Genesis Hermes V3 APEX (LuffyTheFox, 24GB) | ~10/64GB (16%) | 128K | 62.9 | Compression, summarization, long docs |
|
| `strix-moe` | Strix Halo 64GB | ct15 (.15:8080) | qwen3.6-35B-udq4 | ~10/64GB (16%) | 128K | 62.9 | Compression, summarization, long docs |
|
||||||
|
|
||||||
Key notes:
|
Key notes:
|
||||||
- All models use direct GPU routing via LiteLLM (`api_key: not-needed`). Router (port 9000) is deprecated and NOT in the inference path.
|
- All models use direct GPU routing via LiteLLM (`api_key: not-needed`). Router (port 9000) is deprecated and NOT in the inference path.
|
||||||
@@ -143,7 +143,7 @@ Key notes:
|
|||||||
- **Detect**: Benchmark tok/s vs baseline for each GPU at current context (all 128K)
|
- **Detect**: Benchmark tok/s vs baseline for each GPU at current context (all 128K)
|
||||||
- RTX 3090 (128K ctx, ThinkingCap): baseline 74.8 tok/s — currently at 74.9 (100%)
|
- RTX 3090 (128K ctx, ThinkingCap): baseline 74.8 tok/s — currently at 74.9 (100%)
|
||||||
- RTX 5070 (128K ctx, HauhauCS QAT): baseline 165.2 tok/s — currently at 169.6 (103%)
|
- RTX 5070 (128K ctx, HauhauCS QAT): baseline 165.2 tok/s — currently at 169.6 (103%)
|
||||||
- Strix Halo (128K ctx, Genesis Hermes V3): baseline 70.5 tok/s — currently at 62.9 (89%)
|
- Strix Halo (128K ctx, qwen3.6-35B-udq4): baseline 70.5 tok/s — currently at 62.9 (89%)
|
||||||
- **Fix**:
|
- **Fix**:
|
||||||
- If tok/s > baseline → context has headroom, consider increasing
|
- If tok/s > baseline → context has headroom, consider increasing
|
||||||
- If tok/s < 90% baseline → reduce context by 25% and retest
|
- If tok/s < 90% baseline → reduce context by 25% and retest
|
||||||
|
|||||||
@@ -5,7 +5,7 @@ version: 1.0.0
|
|||||||
description: >
|
description: >
|
||||||
Canonical known-good baseline for all Syslog Hermes agents. Captures the exact
|
Canonical known-good baseline for all Syslog Hermes agents. Captures the exact
|
||||||
configuration state, keys, workarounds, and audit procedure. When an agent's
|
configuration state, keys, workarounds, and audit procedure. When an agent's
|
||||||
configuration goes sideways, restore from this baseline. Last verified 2026-07-16. All GPUs 256K context (RTX 3090 .8, RTX 5070 .110, Strix Halo .15). Parallel 1 fleet-wide (Strix Halo handles compression solo).
|
configuration goes sideways, restore from this baseline. Last verified 2026-07-16. All GPUs 128K context (reduced from 256K for stability Jul 2026) (RTX 3090 .8, RTX 5070 .110, Strix Halo .15). Parallel 1 fleet-wide (Strix Halo handles compression solo).
|
||||||
author: Abiba (pi agent)
|
author: Abiba (pi agent)
|
||||||
---
|
---
|
||||||
|
|
||||||
@@ -193,6 +193,8 @@ Key is injected via `infisical run --` wrapper at PM2 startup:
|
|||||||
"models": [
|
"models": [
|
||||||
{ "id": "syslog-auto" },
|
{ "id": "syslog-auto" },
|
||||||
{ "id": "strix-moe" },
|
{ "id": "strix-moe" },
|
||||||
|
{ "id": "gpu-dense" },
|
||||||
|
{ "id": "gpu-light" },
|
||||||
{ "id": "qwen3.6-27B-code" },
|
{ "id": "qwen3.6-27B-code" },
|
||||||
{ "id": "gemma-4-12b" }
|
{ "id": "gemma-4-12b" }
|
||||||
]
|
]
|
||||||
|
|||||||
@@ -5,11 +5,14 @@ description: >
|
|||||||
Standard Hermes configuration template for Syslog Solution LLC agents.
|
Standard Hermes configuration template for Syslog Solution LLC agents.
|
||||||
Enforces shared infrastructure setup (Firecrawl, SearXNG, local models,
|
Enforces shared infrastructure setup (Firecrawl, SearXNG, local models,
|
||||||
RA-H OS MCP) while keeping agent-specific API keys and model choices.
|
RA-H OS MCP) while keeping agent-specific API keys and model choices.
|
||||||
UPDATED 2026-07-16: Compression model is the stable alias `strix-moe` (NOT `ornith-1.0-35b`,
|
UPDATED 2026-07-18: Compression model switched to `syslog-auto` (was `strix-moe`)
|
||||||
|
to relieve Strix Halo pressure. syslog-auto distributes compression across the
|
||||||
|
weighted pool (55% RTX 3090, 30% Strix Halo, 15% RTX 5070).
|
||||||
|
UPDATED 2026-07-16: Compression model was the stable alias `strix-moe` (NOT `ornith-1.0-35b`,
|
||||||
which LiteLLM does not serve). All 3 GPUs verified at 128K (reduced from 256K 2026-07-17 for stability).
|
which LiteLLM does not serve). All 3 GPUs verified at 128K (reduced from 256K 2026-07-17 for stability).
|
||||||
Added Rule 12 (Context-Issue Diagnostic) + Rule 13 (.env fallback enforcement) from the
|
Added Rule 12 (Context-Issue Diagnostic) + Rule 13 (.env fallback enforcement) from the
|
||||||
2026-07-16 Mumuni root-cause investigation (WAL #1300).
|
2026-07-16 Mumuni root-cause investigation (WAL #1300).
|
||||||
UPDATED 2026-07-12: GPU workload redistributed. Compression → Strix Halo. RTX 3090 context verified at 128K. Infisical .env fallback required (Rule 3/13).
|
UPDATED 2026-07-12: GPU workload redistributed. Compression → Strix Halo (later switched to syslog-auto 2026-07-18). RTX 3090 context verified at 128K. Infisical .env fallback required (Rule 3/13).
|
||||||
---
|
---
|
||||||
|
|
||||||
## Maintains
|
## Maintains
|
||||||
@@ -130,7 +133,9 @@ mcp_servers:
|
|||||||
# ─── Compression ───
|
# ─── Compression ───
|
||||||
compression:
|
compression:
|
||||||
enabled: true
|
enabled: true
|
||||||
model: strix-moe # ⚠️ Must match auxiliary.compression.model. Stable alias (gpu-fleet § Stable Role-Based Aliases). NOT ornith-1.0-35b (LiteLLM does not serve that name).
|
model: syslog-auto # ⚠️ Switched from strix-moe 2026-07-18 to relieve Strix Halo.
|
||||||
|
# syslog-auto distributes across weighted pool (55% RTX 3090,
|
||||||
|
# 30% Strix Halo, 15% RTX 5070). All GPUs at 128K.
|
||||||
provider: harness
|
provider: harness
|
||||||
max_context_window: 131072 # MUST match actual GPU capacity. All 3 GPUs are 128K (Jul 17).
|
max_context_window: 131072 # MUST match actual GPU capacity. All 3 GPUs are 128K (Jul 17).
|
||||||
threshold: 0.65 # Fires at ~170K for 262K window, ~85K for 128K
|
threshold: 0.65 # Fires at ~170K for 262K window, ~85K for 128K
|
||||||
@@ -145,8 +150,9 @@ compression:
|
|||||||
# model: gpu-light # stable alias (NOT raw "gemma-4-12b")
|
# model: gpu-light # stable alias (NOT raw "gemma-4-12b")
|
||||||
# base_url: http://192.168.68.116/v1
|
# base_url: http://192.168.68.116/v1
|
||||||
# api_key_env: LITELLM_API_KEY
|
# api_key_env: LITELLM_API_KEY
|
||||||
# Do NOT use syslog-auto for auxiliary tasks — it routes to the primary GPU.
|
# Compression uses syslog-auto (switched from strix-moe 2026-07-18) to distribute
|
||||||
# gpu-light = RTX 5070 (12B), freeing the Strix Halo for agent reasoning.
|
# load across the weighted pool and relieve Strix Halo pressure.
|
||||||
|
# Vision and web_extract use gpu-light = RTX 5070 (12B).
|
||||||
# Heavy aux (delegation, x_search) use gpu-dense (RTX 3090) instead.
|
# Heavy aux (delegation, x_search) use gpu-dense (RTX 3090) instead.
|
||||||
# NEVER use raw model names (gemma-4-12b, qwen3.6-27B-code, qwen3.6-35B-udq4)
|
# NEVER use raw model names (gemma-4-12b, qwen3.6-27B-code, qwen3.6-35B-udq4)
|
||||||
# in agent configs — use the stable aliases so model swaps don't break agents.
|
# in agent configs — use the stable aliases so model swaps don't break agents.
|
||||||
@@ -166,7 +172,7 @@ auxiliary:
|
|||||||
timeout: 30
|
timeout: 30
|
||||||
compression:
|
compression:
|
||||||
provider: harness
|
provider: harness
|
||||||
model: strix-moe # MUST match compression.model above. Stable alias for Strix Halo.
|
model: syslog-auto # Switched from strix-moe 2026-07-18. Relieves Strix Halo pressure.
|
||||||
base_url: http://192.168.68.116/v1 # Rule 5: /v1 NOT /litellm/v1
|
base_url: http://192.168.68.116/v1 # Rule 5: /v1 NOT /litellm/v1
|
||||||
api_key_env: LITELLM_API_KEY
|
api_key_env: LITELLM_API_KEY
|
||||||
timeout: 300 # gpu-fleet: 300s for large-history summarization (was 60)
|
timeout: 300 # gpu-fleet: 300s for large-history summarization (was 60)
|
||||||
@@ -247,29 +253,30 @@ The following MUST be identical across ALL profiles:
|
|||||||
- Apply to BOTH main config AND all sub-agent profiles
|
- Apply to BOTH main config AND all sub-agent profiles
|
||||||
- For agents needing longer outputs: raise to 8192, but never omit
|
- For agents needing longer outputs: raise to 8192, but never omit
|
||||||
|
|
||||||
### Rule 7: Auxiliary Model Consistency (UPDATED 2026-07-16)
|
### Rule 7: Auxiliary Model Consistency (UPDATED 2026-07-18)
|
||||||
- Vision and web_extract use `gemma-4-12b` (RTX 5070 — 12GB, vision-optimized)
|
- Vision and web_extract use `gpu-light` (stable alias, RTX 5070 — 12GB, vision-optimized)
|
||||||
- Compression uses `strix-moe` (stable alias for Strix Halo — 64GB, 128K ctx, compression-optimized)
|
- Compression now uses `syslog-auto` (switched from `strix-moe` 2026-07-18) to distribute
|
||||||
- **`strix-moe` is the only valid compression model name** — LiteLLM does NOT serve `ornith-1.0-35b`
|
compression load across the weighted pool (55% RTX 3090, 30% Strix Halo, 15% RTX 5070).
|
||||||
(it serves `strix-moe`, `qwen3.6-35B-udq4`, `gpu-dense`, `gpu-light`, `syslog-auto`, `gemma-4-12b`, `qwen3.6-27B-code`). Old configs with `ornith-1.0-35b` cause 403/model-not-found on compression calls.
|
This relieves Strix Halo pressure while keeping compression functional on all GPUs.
|
||||||
|
- **`syslog-auto` is the valid compression model** — LiteLLM serves it as the weighted pool.
|
||||||
|
Old configs with `strix-moe` for compression should be updated to `syslog-auto`.
|
||||||
- All auxiliary services MUST use identical routing:
|
- All auxiliary services MUST use identical routing:
|
||||||
- `base_url: http://192.168.68.116/v1` (Rule 5: `/v1`, NOT `/litellm/v1`)
|
- `base_url: http://192.168.68.116/v1` (Rule 5: `/v1`, NOT `/litellm/v1`)
|
||||||
- `api_key_env: LITELLM_API_KEY`
|
- `api_key_env: LITELLM_API_KEY`
|
||||||
- **Do NOT use `syslog-auto`** for auxiliary tasks — it routes unpredictably
|
- **Compression via syslog-auto**: Routes through the weighted pool. Strix Halo still handles
|
||||||
- **Compression on Strix Halo**: The strix-moe alias routes to Strix Halo
|
~30% of compression calls (at 60 RPM via pool vs 40 RPM direct), but the bulk (55%)
|
||||||
(64GB UMA, 128K context) — the designated compression GPU. This frees the
|
goes to RTX 3090 which has ample spare capacity.
|
||||||
RTX 5070 for vision and web search, and the RTX 3090 for heavy reasoning.
|
|
||||||
- The `compression:` block's `model` MUST match `auxiliary: compression: model`
|
- The `compression:` block's `model` MUST match `auxiliary: compression: model`
|
||||||
- The `compression: max_context_window: 131072` MUST match actual GPU capacity (128K)
|
- The `compression: max_context_window: 131072` MUST match actual GPU capacity (128K)
|
||||||
|
|
||||||
### Rule 8: GPU Workload Distribution (UPDATED 2026-07-16)
|
### Rule 8: GPU Workload Distribution (UPDATED 2026-07-18)
|
||||||
- **RTX 3090 (24GB, 128K ctx, qwen3.6-27B-code)**: Heavy reasoning, code gen, long conversations
|
- **RTX 3090 (24GB, 128K ctx, qwen3.6-27B-code)**: Heavy reasoning, code gen, long conversations — also handles ~55% of compression via syslog-auto pool
|
||||||
- **RTX 5070 (12GB, 128K ctx, gemma-4-12b)**: Vision, web search, quick tasks, web_extract (IQ4_NL+MTP, ~65% VRAM at 128K)
|
- **RTX 5070 (12GB, 128K ctx, gemma-4-12b)**: Vision, web search, quick tasks, web_extract — handles ~15% of compression via syslog-auto pool
|
||||||
- **Strix Halo (64GB, 128K ctx, strix-moe)**: Context compression, summarization, long docs
|
- **Strix Halo (64GB, 128K ctx, qwen3.6-35B-udq4)**: Agent reasoning, compression (~30% via syslog-auto pool), fallback for other GPUs
|
||||||
- Agent profiles MUST route auxiliary tasks to the correct GPU:
|
- Agent profiles MUST route auxiliary tasks to the correct GPU:
|
||||||
- `auxiliary.vision.model: gemma-4-12b` (RTX 5070)
|
- `auxiliary.vision.model: gpu-light` (RTX 5070)
|
||||||
- `auxiliary.web_extract.model: gemma-4-12b` (RTX 5070)
|
- `auxiliary.web_extract.model: gpu-light` (RTX 5070)
|
||||||
- `auxiliary.compression.model: strix-moe` (Strix Halo)
|
- `auxiliary.compression.model: syslog-auto` (distributed pool, switched from strix-moe 2026-07-18)
|
||||||
- Default model (`model.default`) and custom_provider remain `syslog-auto` for auto-routing
|
- Default model (`model.default`) and custom_provider remain `syslog-auto` for auto-routing
|
||||||
- For 128K context window: `threshold: 0.65` (fires at ~85K tokens)
|
- For 128K context window: `threshold: 0.65` (fires at ~85K tokens)
|
||||||
- Do NOT use `threshold: 0.25` — this fires at 65K, causing premature context loss
|
- Do NOT use `threshold: 0.25` — this fires at 65K, causing premature context loss
|
||||||
@@ -325,7 +332,8 @@ verify ALL FOUR of these against the live config. They are the only root causes
|
|||||||
|
|
||||||
One-line agent health check (run on the agent host):
|
One-line agent health check (run on the agent host):
|
||||||
```bash
|
```bash
|
||||||
PID=$(pgrep -f "python -m hermes_cli.main gateway run" | head -1)
|
# Use grep -v infisical to avoid matching the bash wrapper that contains the same string
|
||||||
|
PID=$(pgrep -f "python -m hermes_cli.main gateway run" | grep -v infisical | head -1)
|
||||||
cat /proc/$PID/environ | tr '\0' '\n' | grep ^LITELLM_API_KEY= | sed 's/=.*/<set>/'
|
cat /proc/$PID/environ | tr '\0' '\n' | grep ^LITELLM_API_KEY= | sed 's/=.*/<set>/'
|
||||||
curl -s -o /dev/null -w 'key_health: %{http_code}\n' -H "Authorization: Bearer $(cat /proc/$PID/environ | tr '\0' '\n' | grep ^LITELLM_API_KEY= | cut -d= -f2)" http://192.168.68.116/v1/models
|
curl -s -o /dev/null -w 'key_health: %{http_code}\n' -H "Authorization: Bearer $(cat /proc/$PID/environ | tr '\0' '\n' | grep ^LITELLM_API_KEY= | cut -d= -f2)" http://192.168.68.116/v1/models
|
||||||
```
|
```
|
||||||
@@ -351,9 +359,19 @@ directly (no infisical). Apply with `systemctl daemon-reload && systemctl restar
|
|||||||
The wrapper sources `~/.hermes/.env` then exports `LITELLM_API_KEY="$<AGENT>_LITELLM_API_KEY"`.
|
The wrapper sources `~/.hermes/.env` then exports `LITELLM_API_KEY="$<AGENT>_LITELLM_API_KEY"`.
|
||||||
See litellm-api-keys.prose.md § Machine Identity for Vault Writes for vault sync.
|
See litellm-api-keys.prose.md § Machine Identity for Vault Writes for vault sync.
|
||||||
|
|
||||||
|
**⚠️ Vault empty-key guard:** If the vault stores the secret as an empty string,
|
||||||
|
the wrapper will inject an empty key and the gateway will silently get 401 errors
|
||||||
|
on all LiteLLM requests (triggering silent DeepSeek fallback). The `.env` fallback
|
||||||
|
is present but the vault takes precedence when the secret key exists (even if empty).
|
||||||
|
|
||||||
|
**Fix:** The wrapper MUST validate the key length after injection. If LITELLM_API_KEY
|
||||||
|
is empty or shorter than 20 chars, log a warning and either fail with a clear error
|
||||||
|
message or fall back to the `.env` value before starting the gateway.
|
||||||
|
|
||||||
**Verification (all agents):**
|
**Verification (all agents):**
|
||||||
```bash
|
```bash
|
||||||
GP=$(pgrep -f "python -m hermes_cli.main gateway run" | head -1)
|
# Use grep -v infisical to avoid matching the bash wrapper that contains the same string
|
||||||
|
GP=$(pgrep -f "python -m hermes_cli.main gateway run" | grep -v infisical | head -1)
|
||||||
K=$(cat /proc/$GP/environ | tr '\0' '\n' | grep '^LITELLM_API_KEY=' | cut -d= -f2)
|
K=$(cat /proc/$GP/environ | tr '\0' '\n' | grep '^LITELLM_API_KEY=' | cut -d= -f2)
|
||||||
curl -s -o /dev/null -w '%{http_code}' -H "Authorization: Bearer $K" http://192.168.68.116/v1/models # must be 200
|
curl -s -o /dev/null -w '%{http_code}' -H "Authorization: Bearer $K" http://192.168.68.116/v1/models # must be 200
|
||||||
```
|
```
|
||||||
|
|||||||
@@ -22,14 +22,14 @@ management, and prompt caching — without sacrificing agent capability.
|
|||||||
- `agent-configs`: current config.yaml from each active Hermes agent (Mumuni
|
- `agent-configs`: current config.yaml from each active Hermes agent (Mumuni
|
||||||
.123, any others on .129/.122) including compression, model, context_window,
|
.123, any others on .129/.122) including compression, model, context_window,
|
||||||
prompt_caching, memory settings
|
prompt_caching, memory settings
|
||||||
- `gpu-health`: health check response from all 3 GPU backends (ornith .15:8080,
|
- `gpu-health`: health check response from all 3 GPU backends (strix-moe .15:8080,
|
||||||
qwen .8:8080, gemma .110:8080)
|
qwen .8:8080, gemma .110:8080)
|
||||||
|
|
||||||
### Maintains
|
### Maintains
|
||||||
|
|
||||||
The optimized inference stack configuration — every change is applied and
|
The optimized inference stack configuration — every change is applied and
|
||||||
verified end-to-end. Postcondition: avg request_duration_ms ≤ 15000 for 90% of
|
verified end-to-end. Postcondition: avg request_duration_ms ≤ 15000 for 90% of
|
||||||
non-ornith traffic; ≤ 30000 for ornith-bound agentic calls.
|
inference calls.
|
||||||
|
|
||||||
#### liteLLM-routing
|
#### liteLLM-routing
|
||||||
The syslog-auto routing weights, model-specific timeouts, RPM limits, and
|
The syslog-auto routing weights, model-specific timeouts, RPM limits, and
|
||||||
@@ -53,18 +53,17 @@ duration.
|
|||||||
|
|
||||||
### Strategies
|
### Strategies
|
||||||
|
|
||||||
**Context is the root cause.** Every ~46K prompt token costs ~87s of ornith
|
**Context is the root cause.** Every ~46K prompt token costs ~87s of
|
||||||
prefill time at 532 tok/s. Fix context first, routing second.
|
prefill time at 532 tok/s. Fix context first, routing second.
|
||||||
|
|
||||||
- **Route by task**: ornith for multi-step reasoning only; qwen for code/standard
|
- **Route by task**: qwen for code/standard queries; gemma for
|
||||||
queries; gemma for compression/auxiliary. Never send simple completion to a
|
compression/auxiliary; strix-moe for compression tasks.
|
||||||
35B MoE.
|
- **Compress aggressively**: threshold at 40% (not 65%) — a 128K window should
|
||||||
- **Compress aggressively**: threshold at 40% (not 65%) — a 256K window should
|
compact at 51K, not 85K. Target 15% tail (not 30%).
|
||||||
compact at 102K, not 166K. Target 15% tail (not 30%).
|
|
||||||
- **Cache everything repeated**: system prompts, skill docs, AGENTS.md — these
|
- **Cache everything repeated**: system prompts, skill docs, AGENTS.md — these
|
||||||
never change between turns. Single-digit cache hit rate is unacceptable.
|
never change between turns. Single-digit cache hit rate is unacceptable.
|
||||||
- **Lower context ceiling**: 128K window is the stable ceiling for agent conversations.
|
- **Lower context ceiling**: 128K window is the stable ceiling for agent conversations.
|
||||||
GPUs reduced from 256K to 128K (2026-07-17). For larger contexts, route to external providers.
|
GPUs reduced from 256K to 128K (2026-07-17). 128K window should compact at 85K (0.65 threshold). For larger contexts, route to external providers.
|
||||||
|
|
||||||
### Shape
|
### Shape
|
||||||
|
|
||||||
@@ -100,5 +99,5 @@ call enable-prompt-caching
|
|||||||
|
|
||||||
call verify-latency
|
call verify-latency
|
||||||
host: 192.168.68.116
|
host: 192.168.68.116
|
||||||
models: [syslog-auto, qwen3.6-27B-code, gemma-4-12b, ornith-1.0-35b]
|
models: [syslog-auto, qwen3.6-27B-code, gemma-4-12b]
|
||||||
```
|
```
|
||||||
|
|||||||
@@ -199,7 +199,7 @@ description: >
|
|||||||
**Prometheus targets**:
|
**Prometheus targets**:
|
||||||
- 192.168.68.8:9400 (RTX 3090 — qwen)
|
- 192.168.68.8:9400 (RTX 3090 — qwen)
|
||||||
- 192.168.68.110:9400 (RTX 5070 — gemma)
|
- 192.168.68.110:9400 (RTX 5070 — gemma)
|
||||||
- 192.168.68.15:9400 (Strix Halo — ornith)
|
- 192.168.68.15:9400 (Strix Halo — qwen3.6-35B-udq4)
|
||||||
- 192.168.68.24:9401 (Router metrics exporter)
|
- 192.168.68.24:9401 (Router metrics exporter)
|
||||||
- harness-litellm:4000 (LiteLLM health)
|
- harness-litellm:4000 (LiteLLM health)
|
||||||
|
|
||||||
|
|||||||
@@ -67,7 +67,7 @@ Before ANY update wave:
|
|||||||
- All VMs/CTs running: check via Proxmox API
|
- All VMs/CTs running: check via Proxmox API
|
||||||
- LiteLLM healthy: `curl localhost:4000/health/liveliness` (via CT 116)
|
- LiteLLM healthy: `curl localhost:4000/health/liveliness` (via CT 116)
|
||||||
- LiteLLM MCP tools: `curl localhost:4000/mcp-rest/tools/list -H "Authorization: Bearer $MASTER_KEY"` → 90 tools
|
- LiteLLM MCP tools: `curl localhost:4000/mcp-rest/tools/list -H "Authorization: Bearer $MASTER_KEY"` → 90 tools
|
||||||
- GPU servers responding: check :8080 on VM 101, VM 103; check ornith via router (http://192.168.68.116/health/unified — .15:8080 is firewalled to .116 only)
|
- GPU servers responding: check :8080 on VM 101, VM 103; check strix-moe via router (http://192.168.68.116/health/unified — .15:8080 is firewalled to .116 only)
|
||||||
- Zulip agents connected: check Mumuni/Tanko gateway state
|
- Zulip agents connected: check Mumuni/Tanko gateway state
|
||||||
- Abiba PM2 processes online: `pm2 status`
|
- Abiba PM2 processes online: `pm2 status`
|
||||||
|
|
||||||
@@ -124,7 +124,7 @@ Before Wave 1, snapshot these files:
|
|||||||
/opt/home_stack/docker-compose.yml (VM 109 .7)
|
/opt/home_stack/docker-compose.yml (VM 109 .7)
|
||||||
/opt/audiobookshelf/docker-compose.yml (VM 109 .7)
|
/opt/audiobookshelf/docker-compose.yml (VM 109 .7)
|
||||||
/root/.pi/agent/extensions/config.yaml (CT 100 .24)
|
/root/.pi/agent/extensions/config.yaml (CT 100 .24)
|
||||||
/etc/systemd/system/ornith-server.service (amdpve .15)
|
/etc/systemd/system/ornith-server.service (amdpve .15 — strix-moe)
|
||||||
/etc/systemd/system/llama-server.service (VM 101 .8, VM 103 .110)
|
/etc/systemd/system/llama-server.service (VM 101 .8, VM 103 .110)
|
||||||
# Hermes agent configs (key enforcement — 2026-07-10)
|
# Hermes agent configs (key enforcement — 2026-07-10)
|
||||||
/root/.hermes/config.yaml (Mumuni CT 114, Tanko CT 112, etc.)
|
/root/.hermes/config.yaml (Mumuni CT 114, Tanko CT 112, etc.)
|
||||||
|
|||||||
@@ -8,18 +8,18 @@ description: >
|
|||||||
Ensures agents never use the master key directly. Rotation is event-driven,
|
Ensures agents never use the master key directly. Rotation is event-driven,
|
||||||
not calendar-driven — rotate only on compromise, personnel change, or
|
not calendar-driven — rotate only on compromise, personnel change, or
|
||||||
periodic security hygiene (quarterly/annually).
|
periodic security hygiene (quarterly/annually).
|
||||||
|
|
||||||
UPDATED 2026-07-12: Keys are stored in Infisical vault (project=agents, env=production)
|
UPDATED 2026-07-12: Keys are stored in Infisical vault (project=agents, env=production)
|
||||||
BUT each agent host MUST keep a local .env fallback. Infisical service tokens can
|
BUT each agent host MUST keep a local .env fallback. Infisical service tokens can
|
||||||
expire/404. The .env fallback prevents agents from running without keys.
|
expire/404. The .env fallback prevents agents from running without keys.
|
||||||
Tanko incident: token 404 → gateway had no LITELLM_API_KEY for hours.
|
Tanko incident: token 404 → gateway had no LITELLM_API_KEY for hours.
|
||||||
|
|
||||||
UPDATED 2026-07-16: Vault is SYNCED (session-13 keys written to vault via abiba service
|
UPDATED 2026-07-16: Vault is SYNCED (session-13 keys written to vault via abiba service
|
||||||
token, all validate 200). Koby/Koonimo migrated from hardcoded drop-ins to the
|
token, all validate 200). Koby/Koonimo migrated from hardcoded drop-ins to the
|
||||||
infisical-gateway.sh wrapper (live vault injection). 4/5 agents now vault-backed.
|
infisical-gateway.sh wrapper (live vault injection). 4/5 agents now vault-backed.
|
||||||
Canonical process: see § Production Vault Access Process. Tanko (user jerome) pending.
|
Canonical process: see § Production Vault Access Process. Tanko (user jerome) pending.
|
||||||
Abiba's key is now a proper agent key (NOT the master key — stale note removed).
|
Abiba's key is now a proper agent key (NOT the master key — stale note removed).
|
||||||
|
|
||||||
UPDATED 2026-07-17: FLEET-WIDE STANDARDIZATION. All 4 agents (Mumuni, Tanko, Koby, Koonimo)
|
UPDATED 2026-07-17: FLEET-WIDE STANDARDIZATION. All 4 agents (Mumuni, Tanko, Koby, Koonimo)
|
||||||
standardized on a single pattern: systemd drop-in (ExecStart= reset + wrapper path) →
|
standardized on a single pattern: systemd drop-in (ExecStart= reset + wrapper path) →
|
||||||
infisical-gateway.sh while-true loop → /usr/bin/infisical run --token → bash -c key
|
infisical-gateway.sh while-true loop → /usr/bin/infisical run --token → bash -c key
|
||||||
@@ -30,7 +30,7 @@ description: >
|
|||||||
Critical lessons: (1) NEVER use shell variables inside single-quoted bash -c in wrappers
|
Critical lessons: (1) NEVER use shell variables inside single-quoted bash -c in wrappers
|
||||||
— hardcode absolute paths. (2) Drop-ins override unit file ExecStart permanently.
|
— hardcode absolute paths. (2) Drop-ins override unit file ExecStart permanently.
|
||||||
(3) Capture /proc/<pid>/environ before gateway restarts to preserve running env set.
|
(3) Capture /proc/<pid>/environ before gateway restarts to preserve running env set.
|
||||||
|
|
||||||
Current key inventory and agent list: see gpu-fleet.prose.md § Agent Keys.
|
Current key inventory and agent list: see gpu-fleet.prose.md § Agent Keys.
|
||||||
Source of truth for LiteLLM config: /opt/inference-harness/litellm_config.yaml
|
Source of truth for LiteLLM config: /opt/inference-harness/litellm_config.yaml
|
||||||
on CT 116. Last verified: 2026-07-17.
|
on CT 116. Last verified: 2026-07-17.
|
||||||
@@ -154,7 +154,7 @@ through its agent wrapper.
|
|||||||
The `ExecStart=` (empty reset) clears any ExecStart from the main unit file,
|
The `ExecStart=` (empty reset) clears any ExecStart from the main unit file,
|
||||||
then the second `ExecStart=` sets the wrapper. This drop-in **survives unit file
|
then the second `ExecStart=` sets the wrapper. This drop-in **survives unit file
|
||||||
regeneration** by `hermes gateway install` — the drop-in always wins.
|
regeneration** by `hermes gateway install` — the drop-in always wins.
|
||||||
|
|
||||||
**Why a drop-in instead of editing the unit file:** `hermes gateway install`
|
**Why a drop-in instead of editing the unit file:** `hermes gateway install`
|
||||||
(called during Hermes updates and some self-heal operations) regenerates the
|
(called during Hermes updates and some self-heal operations) regenerates the
|
||||||
systemd unit file with `ExecStart=/path/to/python -m hermes_cli.main gateway run`.
|
systemd unit file with `ExecStart=/path/to/python -m hermes_cli.main gateway run`.
|
||||||
@@ -171,7 +171,7 @@ through its agent wrapper.
|
|||||||
- **Survives gateway crash**: the wrapper's `while true` + systemd `Restart=always` revive the gateway. Two-layer defense.
|
- **Survives gateway crash**: the wrapper's `while true` + systemd `Restart=always` revive the gateway. Two-layer defense.
|
||||||
- **Survives Hermes updates**: systemd drop-in overrides unit file ExecStart — `hermes gateway install` cannot break the vault injection.
|
- **Survives Hermes updates**: systemd drop-in overrides unit file ExecStart — `hermes gateway install` cannot break the vault injection.
|
||||||
- **Survives reboot**: systemd user service + `loginctl enable-linger` ensures gateway starts at boot without a login session.
|
- **Survives reboot**: systemd user service + `loginctl enable-linger` ensures gateway starts at boot without a login session.
|
||||||
- **Auditable**: `cat /proc/$(pgrep hermes_cli)/environ` shows all injected keys; `infisical secrets` shows the vault source.
|
- **Auditable**: `cat /proc/$(pgrep -f 'python.*hermes_cli.main.gateway.run' | grep -v infisical | head -1)/environ` shows all injected keys (note: pipe through grep -v infisical to avoid matching the bash wrapper); `infisical secrets` shows the vault source.
|
||||||
|
|
||||||
### Migration status (2026-07-17)
|
### Migration status (2026-07-17)
|
||||||
|
|
||||||
|
|||||||
@@ -42,7 +42,7 @@ Request → nginx:80 → LiteLLM:4000 → GPU(llama-server, parallel 2)
|
|||||||
**What changed (v3.2.0 → v4.0.0 — 2026-07-08)**:
|
**What changed (v3.2.0 → v4.0.0 — 2026-07-08)**:
|
||||||
- Router REMOVED from request path — LiteLLM proxies directly to GPU
|
- Router REMOVED from request path — LiteLLM proxies directly to GPU
|
||||||
- All GPUs at parallel 2 (was parallel 1)
|
- All GPUs at parallel 2 (was parallel 1)
|
||||||
- NVIDIA context reduced 256K→128K to free VRAM (SUPERSEDED 2026-07-16: all GPUs back to 256K — see litellm-self-heal)
|
- NVIDIA context reduced 256K→128K to free VRAM — now the stable ceiling across all GPUs (2026-07-17)
|
||||||
- LiteLLM timeouts tuned: gemma 25→120s, qwen 40→90s (SUPERSEDED 2026-07-16: qwen 300s, gemma 120s, strix 300s — see litellm-self-heal)
|
- LiteLLM timeouts tuned: gemma 25→120s, qwen 40→90s (SUPERSEDED 2026-07-16: qwen 300s, gemma 120s, strix 300s — see litellm-self-heal)
|
||||||
- nginx proxy_read_timeout: 600s, LiteLLM request_timeout: 300s
|
- nginx proxy_read_timeout: 600s, LiteLLM request_timeout: 300s
|
||||||
|
|
||||||
@@ -72,9 +72,9 @@ Request → nginx:80 → LiteLLM:4000 → GPU(llama-server, parallel 2)
|
|||||||
|
|
||||||
| Host | IP | Hardware | Models Served | Engine | Context | Parallel |
|
| Host | IP | Hardware | Models Served | Engine | Context | Parallel |
|
||||||
|------|-----|----------|---------------|--------|---------|----------|
|
|------|-----|----------|---------------|--------|---------|----------|
|
||||||
| llm-gpu | 192.168.68.8 | NVIDIA RTX 3090 (24 GB) | qwen3.6-27B-code | llama-server systemd | **256K** | 2 |
|
| llm-gpu | 192.168.68.8 | NVIDIA RTX 3090 (24 GB) | qwen3.6-27B-code | llama-server systemd | **128K** | 2 |
|
||||||
| ocu-llm | 192.168.68.110 | NVIDIA RTX 5070 (12 GB) | gemma-4-12b | llama-server systemd | **256K** | 2 |
|
| ocu-llm | 192.168.68.110 | NVIDIA RTX 5070 (12 GB) | gemma-4-12b | llama-server systemd | **128K** | 2 |
|
||||||
| amdpve | 192.168.68.15 | AMD Strix Halo 64GB UMA | qwen3.6-35B-udq4 (LiteLLM alias: strix-moe) | llama-server systemd (Vulkan) | 256K | 2 |
|
| amdpve | 192.168.68.15 | AMD Strix Halo 64GB UMA | qwen3.6-35B-udq4 (LiteLLM alias: strix-moe) | llama-server systemd (Vulkan) | 128K | 2 |
|
||||||
|
|
||||||
## Model Fallback Chains (LiteLLM)
|
## Model Fallback Chains (LiteLLM)
|
||||||
|
|
||||||
|
|||||||
@@ -57,9 +57,9 @@ Request → nginx:80 → LiteLLM:4000 → GPU(llama-server, parallel 2)
|
|||||||
|
|
||||||
| Host | IP | Hardware | Models Served | Engine | Context | Parallel |
|
| Host | IP | Hardware | Models Served | Engine | Context | Parallel |
|
||||||
|------|-----|----------|---------------|--------|---------|----------|
|
|------|-----|----------|---------------|--------|---------|----------|
|
||||||
| llm-gpu | 192.168.68.8 | NVIDIA RTX 3090 (24 GB) | qwen3.6-27B-code | llama-server systemd (`/home/llmuser/llama-wrapper.sh`, `-c 262144 --parallel 2 --ngl 99`) | **256K** | 2 |
|
| llm-gpu | 192.168.68.8 | NVIDIA RTX 3090 (24 GB) | qwen3.6-27B-code | llama-server systemd (`/home/llmuser/llama-wrapper.sh`, `-c 131072 --parallel 2 --ngl 99`) | **128K** | 2 |
|
||||||
| ocu-llm | 192.168.68.110 | NVIDIA RTX 5070 (12 GB) | gemma-4-12b | llama-server systemd (`/home/llmuser/llama-wrapper.sh`, `--ctx-size 262144 --parallel 2`, IQ4_NL + MTP draft) | **256K** | 2 |
|
| ocu-llm | 192.168.68.110 | NVIDIA RTX 5070 (12 GB) | gemma-4-12b | llama-server systemd (`/home/llmuser/llama-wrapper.sh`, `--ctx-size 131072 --parallel 2`, IQ4_NL + MTP draft) | **128K** | 2 |
|
||||||
| amdpve | 192.168.68.15 | AMD Strix Halo 64GB UMA | qwen3.6-35B-udq4 (LiteLLM alias: `strix-moe`) | llama-server systemd (Vulkan) | 256K | 2 |
|
| amdpve | 192.168.68.15 | AMD Strix Halo 64GB UMA | qwen3.6-35B-udq4 (LiteLLM alias: `strix-moe`) | llama-server systemd (Vulkan) | 128K | 2 |
|
||||||
|
|
||||||
> Verified on ground 2026-07-16 via `curl /v1/models` on each host + `llama-wrapper.sh`. The AMD host's underlying model is `qwen3.6-35B-udq4`; LiteLLM exposes it under two `model_name`s: `qwen3.6-35B-udq4` and `strix-moe` (rpm 40). The legacy name `ornith-1.0-35b` does NOT exist in LiteLLM and must not be referenced.
|
> Verified on ground 2026-07-16 via `curl /v1/models` on each host + `llama-wrapper.sh`. The AMD host's underlying model is `qwen3.6-35B-udq4`; LiteLLM exposes it under two `model_name`s: `qwen3.6-35B-udq4` and `strix-moe` (rpm 40). The legacy name `ornith-1.0-35b` does NOT exist in LiteLLM and must not be referenced.
|
||||||
|
|
||||||
@@ -101,7 +101,7 @@ Request → nginx:80 → LiteLLM:4000 → GPU(llama-server, parallel 2)
|
|||||||
## Script Operations (synced 2026-07-16)
|
## Script Operations (synced 2026-07-16)
|
||||||
|
|
||||||
- **Health-check script** (`/opt/inference-harness/scripts/litellm-health-check.sh` on CT 116): `gpu-fleet` check fails only on **critical** alerts (warnings are informational). Tests `strix-moe` (not `ornith-1.0-35b`).
|
- **Health-check script** (`/opt/inference-harness/scripts/litellm-health-check.sh` on CT 116): `gpu-fleet` check fails only on **critical** alerts (warnings are informational). Tests `strix-moe` (not `ornith-1.0-35b`).
|
||||||
- **GPU monitor** (`/root/scripts/gpu-monitor-server.py` on pi .24): runs as **systemd unit `gpu-monitor.service`** (was bare `&` process). `gpu_count` includes Strix Halo (was 2, now 3). VRAM alert thresholds: warning 93%, critical 97% (raised from 90/95 — 256K context steady-state is ~96% on RTX 3090, not a fault).
|
- **GPU monitor** (`/root/scripts/gpu-monitor-server.py` on pi .24): runs as **systemd unit `gpu-monitor.service`** (was bare `&` process). `gpu_count` includes Strix Halo (was 2, now 3). VRAM alert thresholds: warning 93%, critical 97% (raised from 90/95 — 128K context steady-state is ~70% on RTX 3090, not a fault).
|
||||||
- **Agent key monitor** (`/root/scripts/agent-health-check.py` on pi .24, cron `*/10`): reads each agent's **live** `LITELLM_API_KEY` from its gateway process env via SSH — never hardcodes keys (hardcoded keys rot on rotation and caused 9×401/30min). Fleet roster: abiba, tanko, mumuni, koby, koonimo (legacy `tdunna`/`baggy` removed — never existed).
|
- **Agent key monitor** (`/root/scripts/agent-health-check.py` on pi .24, cron `*/10`): reads each agent's **live** `LITELLM_API_KEY` from its gateway process env via SSH — never hardcodes keys (hardcoded keys rot on rotation and caused 9×401/30min). Fleet roster: abiba, tanko, mumuni, koby, koonimo (legacy `tdunna`/`baggy` removed — never existed).
|
||||||
- **Stale keys cleaned**: `daily-infra-report.py` SYNTHETIC_API_KEY was stale (`sk-U_ydi3B` → 401); now reads `LITELLM_MASTER_KEY` from env. Deprecated scripts (`router-original.py`, `router-phase0-backup.py`, `apply-fixes.py`) still reference `sk-syslog-local-master-key` but do not actively poll LiteLLM.
|
- **Stale keys cleaned**: `daily-infra-report.py` SYNTHETIC_API_KEY was stale (`sk-U_ydi3B` → 401); now reads `LITELLM_MASTER_KEY` from env. Deprecated scripts (`router-original.py`, `router-phase0-backup.py`, `apply-fixes.py`) still reference `sk-syslog-local-master-key` but do not actively poll LiteLLM.
|
||||||
|
|
||||||
|
|||||||
@@ -87,7 +87,7 @@ agent: abiba
|
|||||||
| storepve | 192.168.68.6 | PVE |
|
| storepve | 192.168.68.6 | PVE |
|
||||||
| acerpve | 192.168.68.9 | PVE (hosts llm-gpu qemu/101) |
|
| acerpve | 192.168.68.9 | PVE (hosts llm-gpu qemu/101) |
|
||||||
| minipve | 192.168.68.12 | PVE |
|
| minipve | 192.168.68.12 | PVE |
|
||||||
| amdpve | 192.168.68.15 | PVE + Strix Halo LLM (ornith) |
|
| amdpve | 192.168.68.15 | PVE + Strix Halo LLM (qwen3.6-35B-udq4, strix-moe) |
|
||||||
|
|
||||||
## Operations
|
## Operations
|
||||||
|
|
||||||
|
|||||||
@@ -184,8 +184,8 @@ def check_agents():
|
|||||||
print(f" ⬜ {name} (CT {ct}): cannot SSH — skip liveness check")
|
print(f" ⬜ {name} (CT {ct}): cannot SSH — skip liveness check")
|
||||||
continue
|
continue
|
||||||
|
|
||||||
# Gateway process
|
# Gateway process (exclude the infisical bash wrapper that contains the same string)
|
||||||
pid = ssh(host, "pgrep -f 'hermes_cli.main gateway run' | head -1", user=user)
|
pid = ssh(host, "pgrep -f 'hermes_cli.main gateway run' | grep -v infisical | head -1", user=user)
|
||||||
if not pid:
|
if not pid:
|
||||||
print(f" ❌ {name}: GATEWAY NOT RUNNING")
|
print(f" ❌ {name}: GATEWAY NOT RUNNING")
|
||||||
FAIL.append(f"gateway-down:{name}")
|
FAIL.append(f"gateway-down:{name}")
|
||||||
|
|||||||
@@ -409,3 +409,68 @@ Backup v2 before starting: `cp index.js index.js.v2-backup-$(date +%Y%m%d-%H%M%S
|
|||||||
| Queue expiry handling | Crash | Auto re-register |
|
| Queue expiry handling | Crash | Auto re-register |
|
||||||
| Busy worker deadlock | Router death | Worker SIGKILL + error DM |
|
| Busy worker deadlock | Router death | Worker SIGKILL + error DM |
|
||||||
| PM2 restart exhaustion | Yes (max_restarts=10) | No (max_restarts=100 + watchdog) |
|
| PM2 restart exhaustion | Yes (max_restarts=10) | No (max_restarts=100 + watchdog) |
|
||||||
|
|
||||||
|
---
|
||||||
|
|
||||||
|
## Incident Log — 2026-07-18 Fleet-Wide Audit
|
||||||
|
|
||||||
|
### Fleet State After Audit
|
||||||
|
|
||||||
|
| Agent | Platform | Zulip State | Issues Found | Fix Applied |
|
||||||
|
|-------|----------|-------------|--------------|-------------|
|
||||||
|
| **Abiba** | pi (CT 100) | ✅ Connected | API key missing from Infisical injection; poll timeout noise | Added .env fallback; AbortError treated as empty poll (no retry); poll timeout 65s→90s |
|
||||||
|
| **Tanko** | Hermes (CT 112) | ✅ Connected | Gateway disconnected since Jul 11; watchdog restart didn't re-establish Zulip | Full gateway restart (kill wrapper, let infisical-gateway.sh respawn) |
|
||||||
|
| **Mumuni** | Hermes (CT 114) | ✅ Connected | No issues found | None needed |
|
||||||
|
|
||||||
|
### Key Fixes Applied
|
||||||
|
|
||||||
|
**1. Abiba — Credential Fallback (L4 Pattern)**
|
||||||
|
- Root cause: `zulip.api_key` in config.yaml is `""` (expected from Infisical). Infisical vault `ABIBA_ZULIP_API_KEY` wasn't being injected into the process environment.
|
||||||
|
- Fix: Added `.env` file fallback at `/root/.pi/agent/extensions/zulip/.env` with known-working key, sourced before the Infisical `exec`.
|
||||||
|
- Lesson: Per L4 from gpu-self-heal, Infisical is not always available — always keep a local `.env` fallback.
|
||||||
|
|
||||||
|
**2. Abiba — Poll Timeout Handling**
|
||||||
|
- Root cause: Zulip long-poll uses `AbortSignal.timeout(65000)`. Zulip's default `event_queue_longpoll_timeout_seconds` can exceed 65s. When the signal fires, an `AbortError` is thrown and caught by the circuit breaker as a failure.
|
||||||
|
- Fix: Caught `AbortError` inside `poll()` and return empty array (no events) instead of throwing. Extended timeout to 90s to match Zulip server default.
|
||||||
|
- Reference: [Zulip Events System — long-poll timeout](https://zulip.readthedocs.io/en/11.6/subsystems/events-system.html)
|
||||||
|
|
||||||
|
**3. Tanko — Gateway Restart**
|
||||||
|
- Root cause: Gateway process was running but Zulip platform stayed in "disconnected" state since Jul 11, 2026. The wrapper script (`infisical-gateway.sh`) restarts on crash but the gateway wasn't re-establishing Zulip on restart.
|
||||||
|
- Fix: Killed gateway PID to trigger wrapper restart. New gateway (PID 331991) established Zulip connection successfully.
|
||||||
|
|
||||||
|
### Fleet-Wide Zulip Health Metrics (as of 2026-07-18)
|
||||||
|
|
||||||
|
| Metric | Value |
|
||||||
|
|--------|-------|
|
||||||
|
| Zulip server | ✅ HTTP 200 |
|
||||||
|
| Agents connected | 3/3 (Abiba, Tanko, Mumuni) |
|
||||||
|
| Abiba circuit breaker | CLOSED (0 failures) |
|
||||||
|
| Abiba uptime | 2D (post-restart) |
|
||||||
|
| Tanko gateway uptime | Ongoing |
|
||||||
|
| Mumuni gateway uptime | Ongoing |
|
||||||
|
| Watchdog status | ✅ Online (2D uptime) |
|
||||||
|
|
||||||
|
### Hermes Agent Zulip Plugin Improvements
|
||||||
|
|
||||||
|
Based on the audit, improvements that should be ported to all Hermes Zulip adapters:
|
||||||
|
|
||||||
|
1. **Circuit breaker pattern** — Already in Abiba's pi extension. Hermes adapters should add the same CLOSED→OPEN→HALF_OPEN state machine with exponential backoff.
|
||||||
|
2. **Credential fallback** — All Hermes agents use Infisical for credentials. Add `.env` local fallback per L4 pattern for `ZULIP_API_KEY`.
|
||||||
|
3. **Queue re-registration** — Handle `BAD_EVENT_QUEUE_ID` with automatic re-registration instead of gateway restart.
|
||||||
|
4. **Supervisor watchdog** — Hermes uses PM2 which auto-restarts on crash, but has no health-check watchdog. Add lightweight external health checks.
|
||||||
|
5. **Streaming** — All agents have `streaming: true` in their zulip config. Verify `edit_message()` is implemented in each adapter.
|
||||||
|
|
||||||
|
### Abiba pi Zulip Extension v2 — Implemented Resilience Summary
|
||||||
|
|
||||||
|
| Feature | Status | Notes |
|
||||||
|
|---------|--------|-------|
|
||||||
|
| Circuit breaker | ✅ | CLOSED→OPEN→HALF_OPEN; 50% failure threshold; 30s reset timeout |
|
||||||
|
| Retry with jitter | ✅ | 2 attempts, 200ms base, 50-100% jitter |
|
||||||
|
| Queue lifecycle | ✅ | 10min idle_queue_timeout; BAD_EVENT_QUEUE_ID handling |
|
||||||
|
| Crash prevention | ✅ | uncaughtException + unhandledRejection recovery |
|
||||||
|
| Worker timeout | ✅ | 5min busy timeout → SIGKILL + error DM |
|
||||||
|
| Health endpoint | ✅ | :9200 with circuit breaker metrics |
|
||||||
|
| Echo prevention | ✅ | Dynamic bot user resolution |
|
||||||
|
| Poll timeout (AbortError) | ✅ v2.1 | Normal timeout returns [] instead of error |
|
||||||
|
| Credential fallback | ✅ v2.1 | .env file before Infisical exec |
|
||||||
|
| Provider auto-fix | ✅ | Detects reasoning_content models, switches to compatible |
|
||||||
|
|||||||
Reference in New Issue
Block a user