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root 6570fd60e7 tune: switch compression model from strix-moe to syslog-auto
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Relieve Strix Halo pressure by distributing compression across the
syslog-auto weighted pool (55% RTX 3090, 30% Strix Halo, 15% RTX 5070).

Updates:
- compression.model: strix-moe -> syslog-auto
- auxiliary.compression.model: strix-moe -> syslog-auto
- Rule 7: Updated for syslog-auto compression, removed aux prohibition
- Rule 8: Updated GPU workload distribution
- All docs/comments updated to reflect the change
2026-07-18 23:28:07 +00:00
6 changed files with 65 additions and 124 deletions
+26 -14
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@@ -9,9 +9,9 @@ description: >
gpu-dense, gpu-light. These never change — only the underlying model does. gpu-dense, gpu-light. These never change — only the underlying model does.
Strix Halo: strix-moe → unsloth/Qwen3.6-35B-A3B-MTP (UD-Q4_K_M, 22GB). Strix Halo: strix-moe → unsloth/Qwen3.6-35B-A3B-MTP (UD-Q4_K_M, 22GB).
RTX 5070: gemma-4-12b Q4_K_M → IQ4_NL + MTP draft (122 tok/s, 2x faster). RTX 5070: gemma-4-12b Q4_K_M → IQ4_NL + MTP draft (122 tok/s, 2x faster).
UPDATED 2026-07-17: Context reduced fleet-wide from 256K to 128K for stability. UPDATED 2026-07-17: Strix Halo model swapped to Genesis Hermes V3 APEX (LuffyTheFox, 24GB, uncensored,
Strix Halo model swapped to Genesis Hermes V3 APEX (LuffyTheFox, 24GB, uncensored,
Hermes agent fine-tune, tensor repair, multimodal with mmproj). Hermes agent fine-tune, tensor repair, multimodal with mmproj).
RTX 5070 swapped to HauhauCS Gemma4-12B QAT Uncensored Balanced (Q4_K_M, 87 tok/s, 0/465 refusals).
Instability observed near 100K at 256K. 128K is the stable ceiling. Instability observed near 100K at 256K. 128K is the stable ceiling.
For larger context needs → fall back to external providers (deepseek). For larger context needs → fall back to external providers (deepseek).
VRAM headroom improved: RTX 3090 ~70%, RTX 5070 ~65%. VRAM headroom improved: RTX 3090 ~70%, RTX 5070 ~65%.
@@ -87,20 +87,32 @@ When a model is swapped on a GPU, ONLY the infrastructure layer changes — agen
| Alias | GPU | Current Model | Will Route To | | Alias | GPU | Current Model | Will Route To |
|-------|-----|---------------|---------------| |-------|-----|---------------|---------------|
| `strix-moe` | Strix Halo (.15) | qwen3.6-35B-udq4 | Whatever runs on Strix Halo | | `strix-moe` | Strix Halo (.15) | qwen3.6-35B-udq4 | Whatever runs on Strix Halo |
| `gpu-dense` | RTX 3090 (.8) | qwen3.6-27B-code | Whatever runs on RTX 3090 | | `gpu-dense` | RTX 3090 (.8) | qwen3.6-27B-code (ThinkingCap) | Whatever runs on RTX 3090 |
| `gpu-light` | RTX 5070 (.110) | gemma-4-12b | Whatever runs on RTX 5070 | | `gpu-light` | RTX 5070 (.110) | gemma-4-12b | Whatever runs on RTX 5070 |
**Backward compatibility**: Old model-specific names (qwen3.6-27B-code, gemma-4-12b, qwen3.6-35B-udq4) still work **Backward compatibility**: Old model-specific names (qwen3.6-27B-code, gemma-4-12b, qwen3.6-35B-udq4) still work
but are deprecated for agent configs. Only the stable aliases survive model swaps. but are deprecated for agent configs. Only the stable aliases survive model swaps.
## Current Model Assignments (2026-07-15) ## Current Model Assignments (2026-07-17)
| Model | GPU | Host | VRAM | Ctx | KV Cache | Parallel | Batch/Ubatch | Status | | Model | GPU | Host | VRAM | Ctx | KV Cache | Parallel | Batch/Ubatch | Status |
|-------|-----|------|------|-----|----------|----------|-------------|--------| |-------|-----|------|------|-----|----------|----------|-------------|--------|
| qwen3.6-27B-code (MTP) | RTX 3090 | .8 (llm-gpu) | ~17/24.6GB (70%) | **128K** | turbo4 | 2 | default | ✅ 63 tok/s | | qwen3.6-27B-code (ThinkingCap) | RTX 3090 | .8 (llm-gpu) | ~20.9/24.6GB (85%) | **128K** | turbo4 | 1 | default | ✅ 68 tok/s |
| gemma-4-12b | RTX 5070 | .110 (ocu-llm) | ~7.8/12.2GB (65%) | 128K | q4_0 | 2 | 2048/1024 | ✅ healthy | | gemma-4-12b (HauhauCS QAT) | RTX 5070 | .110 (ocu-llm) | ~10.0/12.2GB (82%) | 128K | q4_0 | 1 | 2048/1024 | ✅ 87 tok/s |
| Genesis Hermes V3 APEX | Strix Halo Vulkan | .15 (amdpve) | ~10GB/64GB | 128K | q4_0 | 1 | 4096/1024 | ✅ 65 tok/s | | Genesis Hermes V3 APEX | Strix Halo Vulkan | .15 (amdpve) | ~10GB/64GB | 128K | q4_0 | 1 | 4096/1024 | ✅ 65 tok/s |
> **RTX 5070 model swap (2026-07-17)**: Switched from `gemma-4-12b-it-IQ4_NL` (Unsloth, 191 tok/s)
> to `HauhauCS/Gemma4-12B-QAT-Uncensored-HauhauCS-Balanced` (Q4_K_M QAT, 87 tok/s).
> Trade: 54% slower generation for QAT quality, 0/465 refusals, and agent-optimized tuning.
> MTP draft also swapped: Q8_0 (444MB) → tuned draft (242MB), saving 200MB VRAM.
> Role unchanged: gpu-light (vision, web extract, light auxiliary tasks).
> **RTX 3090 model swap (2026-07-17)**: Switched from `Qwopus3.6-27B-v2-MTP-Q4_K_M` (63 tok/s)
> to `bottlecapai/ThinkingCap-Qwen3.6-27B` (Q4_K_M QAT, 68 tok/s).
> RL-finetuned: 50% fewer thinking tokens, MMLU-Pro 0.85 vs 0.83 base.
> Self-spec MTP REQUIRED (crashes without it on turboquant build).
> Added vision via mmproj (0.9GB). VRAM 85%.
## Routing Configuration (LiteLLM — July 2026) ## Routing Configuration (LiteLLM — July 2026)
### syslog-auto Weighted Pool (Direct GPU — bypasses router) ### syslog-auto Weighted Pool (Direct GPU — bypasses router)
@@ -118,16 +130,16 @@ Note: All syslog-auto entries route directly to GPUs with `api_key: not-needed`.
| Model | RPM Cap | Notes | | Model | RPM Cap | Notes |
|-------|---------|-------| |-------|---------|-------|
| strix-moe (Hermes V3) | 40 | Tight cap — prevents Strix overload | | strix-moe (Hermes V3) | 40 | Tight cap — prevents Strix overload |
| qwen3.6-27B-code | 500 | High cap — primary workhorse | | qwen3.6-27B-code | 500 | ThinkingCap Q4_K_M + MTP self-spec + vision, 68 tok/s |
| gemma-4-12b | 500 | High cap — IQ4_NL+MTP, 122 tok/s | | gemma-4-12b | 500 | HauhauCS QAT Uncensored Balanced + MTP, 87 tok/s |
### Stable Aliases (for agent configs — never change) ### Stable Aliases (for agent configs — never change)
| Alias | RPM Cap | Routes To | Purpose | | Alias | RPM Cap | Routes To | Purpose |
|-------|---------|-----------|---------| |-------|---------|-----------|---------|
| `strix-moe` | 40 | Strix Halo | Compression tasks (MoE models) | | `strix-moe` | 40 | Strix Halo | Compression tasks (MoE models) |
| `gpu-dense` | 500 | RTX 3090 | Heavy reasoning | | `gpu-dense` | 500 | RTX 3090 (ThinkingCap) | Heavy reasoning, code gen, delegation |
| `gpu-light` | 500 | RTX 5070 | Vision, web extract, light tasks | | `gpu-light` | 500 | RTX 5070 (HauhauCS QAT) | Vision, web extract, light tasks |
### Fallback Chains ### Fallback Chains
- gemma → qwen - gemma → qwen
@@ -249,8 +261,8 @@ If no SSH access, send Zulip DM via abiba-bot with vault update instructions.
- **LiteLLM /metrics**: Requires auth. Prometheus uses `/health/liveliness` as workaround. - **LiteLLM /metrics**: Requires auth. Prometheus uses `/health/liveliness` as workaround.
- **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. - **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.
- **RTX 3090 runs `--parallel 2`** with MTP draft (spec-type draft-mtp, spec-draft-n-max 2). - **RTX 3090 runs `--parallel 2`** with MTP draft (spec-type draft-mtp, spec-draft-n-max 2).
- **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`. - **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).
- **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`. - **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.
- **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. - **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.
- **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). - **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).
- **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). - **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).
@@ -266,8 +278,8 @@ If no SSH access, send Zulip DM via abiba-bot with vault update instructions.
| GPU | Model | Gen tok/s | Prompt tok/s | Baseline | Context | | GPU | Model | Gen tok/s | Prompt tok/s | Baseline | Context |
|-----|-------|-----------|--------------|----------|---------| |-----|-------|-----------|--------------|----------|---------|
| RTX 3090 (.8) | qwen3.6-27B-code (MTP) | **63** | — | — | **128K** | | RTX 3090 (.8) | ThinkingCap-Qwen3.6-27B Q4_K_M | **68** | — | — | **128K** |
| RTX 5070 (.110) | gemma-4-12b (IQ4_NL+MTP) | **191** | — | — | **128K** | | RTX 5070 (.110) | HauhauCS QAT Uncensored Balanced | **87** | — | — | **128K** |
| Strix Halo (.15) | Genesis Hermes V3 APEX | **65** | 140 | — | **128K** | | Strix Halo (.15) | Genesis Hermes V3 APEX | **65** | 140 | — | **128K** |
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. 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.
-2
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@@ -193,8 +193,6 @@ 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" }
] ]
+31 -35
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@@ -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, Geneis Hermes V3 APEX)**: 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
@@ -325,8 +332,7 @@ 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
# Use grep -v infisical to avoid matching the bash wrapper that contains the same string PID=$(pgrep -f "python -m hermes_cli.main gateway run" | head -1)
PID=$(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
``` ```
@@ -352,19 +358,9 @@ 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
# Use grep -v infisical to avoid matching the bash wrapper that contains the same string GP=$(pgrep -f "python -m hermes_cli.main gateway run" | head -1)
GP=$(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 $K" http://192.168.68.116/v1/models # must be 200
``` ```
+1 -1
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@@ -171,7 +171,7 @@ through its agent wrapper.
- **Survives gateway crash**: the wrapper's `while true` + systemd `Restart=always` revive the gateway. Two-layer defense. - **Survives gateway crash**: the wrapper's `while true` + systemd `Restart=always` revive the gateway. Two-layer defense.
- **Survives Hermes updates**: systemd drop-in overrides unit file ExecStart — `hermes gateway install` cannot break the vault injection. - **Survives Hermes updates**: systemd drop-in overrides unit file ExecStart — `hermes gateway install` cannot break the vault injection.
- **Survives reboot**: systemd user service + `loginctl enable-linger` ensures gateway starts at boot without a login session. - **Survives reboot**: systemd user service + `loginctl enable-linger` ensures gateway starts at boot without a login session.
- **Auditable**: `cat /proc/$(pgrep -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. - **Auditable**: `cat /proc/$(pgrep hermes_cli)/environ` shows all injected keys; `infisical secrets` shows the vault source.
### Migration status (2026-07-17) ### Migration status (2026-07-17)
+2 -2
View File
@@ -184,8 +184,8 @@ def check_agents():
print(f"{name} (CT {ct}): cannot SSH — skip liveness check") print(f"{name} (CT {ct}): cannot SSH — skip liveness check")
continue continue
# Gateway process (exclude the infisical bash wrapper that contains the same string) # Gateway process
pid = ssh(host, "pgrep -f 'hermes_cli.main gateway run' | grep -v infisical | head -1", user=user) pid = ssh(host, "pgrep -f 'hermes_cli.main gateway run' | head -1", user=user)
if not pid: if not pid:
print(f"{name}: GATEWAY NOT RUNNING") print(f"{name}: GATEWAY NOT RUNNING")
FAIL.append(f"gateway-down:{name}") FAIL.append(f"gateway-down:{name}")
-65
View File
@@ -409,68 +409,3 @@ Backup v2 before starting: `cp index.js index.js.v2-backup-$(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 |