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Author SHA1 Message Date
root c4bf5c592d Move Zulip bot creds from inline to env/vault reference 2026-09-08 06:04:54 +00:00
root f90124c6e9 Fix pm2-self-heal drift: declare execution host CT100/.24 and 5-process scope
The PM2 set lives on CT100/.24 (local, not CT116). CT116 runs systemd+docker, no PM2.
Process scope (5/5, 2026-08-09 ruling, ecosystem authoritative):
abiba-zulip, abiba-telegram, gitea-runner, spoton-service, zulip-watchdog

This prevents future dispatches from drifting to the wrong host.
2026-09-06 16:17:15 +00:00
root d646539e81 FLEET-WIDE STALE gemma-4-12b PURGE — replace with gpu-vision
Purge all gemma-4-12b references from prose-contracts repo.

Current reality (verified 2026-09-06):
- .8 (ct8, RTX 3090): Qwen3.8-27B-Uncensored-Q4_K_M, aliases: qwen3.6-27B-code, gpu-dense
- .15 (strix): Carnice-Qwen3.6-35B-A3B-Q4_K_M MoE, alias: strix-moe
- .110 (ct110, RTX 5070): Qwen3.5-9B VISION (multimodal), alias: gpu-vision

Syslog-auto weighted pool: qwen3.6-27B-code 0.70 + strix-moe 0.20 + gpu-vision 0.10

All gemma-4-12b references replaced with gpu-vision where it was the RTX 5070 model.
Vision/light roles now route to gpu-vision (not gemma-4-12b).
2026-09-06 12:19:27 +00:00
13 changed files with 61 additions and 51 deletions
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@@ -87,7 +87,7 @@ prose run memory-audit-maintenance memory_threshold=90 verify_configs=true
prose run hermes-config-template agent_name=syslog-devops default_model=claude-sonnet-4 prose run hermes-config-template agent_name=syslog-devops default_model=claude-sonnet-4
# Configure an agent with a different auxiliary model # Configure an agent with a different auxiliary model
prose run hermes-config-template agent_name=syslog-code default_model=qwen3.6-27B-code auxiliary_model=gemma-4-12b prose run hermes-config-template agent_name=syslog-code default_model=qwen3.6-27B-code auxiliary_model=gpu-vision
``` ```
### Option B: Manual Execution ### Option B: Manual Execution
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@@ -179,7 +179,7 @@ def audit(path):
) )
# --- No raw model names (Rule 7/8 spirit) --- # --- No raw model names (Rule 7/8 spirit) ---
raw_names = {"gemma-4-12b", "qwen3.6-27B-code", "qwen3.6-35B-udq4", "ornith-1.0-35b"} raw_names = {"gpu-vision", "qwen3.6-27B-code", "qwen3.6-35B-udq4", "ornith-1.0-35b"}
for section_path, section_dict in [ for section_path, section_dict in [
("model", model), ("compression", comp), ("model", model), ("compression", comp),
("auxiliary.vision", aux.get("vision", {})), ("auxiliary.vision", aux.get("vision", {})),
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@@ -8,7 +8,7 @@ description: >
UPDATED 2026-07-15: Stable role-based aliases introduced: strix-moe, UPDATED 2026-07-15: Stable role-based aliases introduced: strix-moe,
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: gpu-vision 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: Context reduced fleet-wide from 256K to 128K for stability.
Strix Halo model swapped to qwen3.6-35B-udq4 (22GB, strix-moe alias). Strix Halo model swapped to qwen3.6-35B-udq4 (22GB, strix-moe alias).
Instability observed near 100K at 256K (now all GPUs at 128K). 128K is the stable ceiling. Instability observed near 100K at 256K (now all GPUs at 128K). 128K is the stable ceiling.
@@ -91,9 +91,9 @@ When a model is swapped on a GPU, ONLY the infrastructure layer changes — agen
|-------|-----|---------------|---------------| |-------|-----|---------------|---------------|
| `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) | Qwen3.8-27B-Uncensored-Q4_K_M | Whatever runs on RTX 3090 | | `gpu-dense` | RTX 3090 (.8) | Qwen3.8-27B-Uncensored-Q4_K_M | Whatever runs on RTX 3090 |
| `gpu-light` | RTX 5070 (.110) | gemma-4-12b | Whatever runs on RTX 5070 | | `gpu-light` | RTX 5070 (.110) | gpu-vision | Whatever runs on RTX 5070 |
**Backward compatibility**: Old model-specific names (qwen3.6-27B-code, gemma-4-12b, qwen3.5-9b-it) still work **Backward compatibility**: Old model-specific names (qwen3.6-27B-code, gpu-vision, qwen3.5-9b-it) 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 (2026-07-15)
@@ -253,7 +253,7 @@ If no SSH access, send Zulip DM via abiba-bot with vault update instructions.
- **VRAM (2026-08-20)**: RTX 3090 at ~22.4/24.6GB (~91%) with **128K context** (reduced from 256K 2026-07-17). RTX 5070 at ~6.2/12.2GB (~51%) with 128K context (Qwen3.5-9B). Strix Halo at ~22GB/64GB. - **VRAM (2026-08-20)**: RTX 3090 at ~22.4/24.6GB (~91%) with **128K context** (reduced from 256K 2026-07-17). RTX 5070 at ~6.2/12.2GB (~51%) with 128K context (Qwen3.5-9B). Strix Halo at ~22GB/64GB.
- **RTX 3090 (2026-07-27)**: Swapped to Qwen3.8-27B-Uncensored-Q4_K_M (14.7GB). Q4 was too large for 24GB VRAM with 128K context + KV cache overhead. Q3 fits at ~22.4GB (91%). Uses standard llama.cpp build b9190 (turboquant b9150 incompatible with qwen3_5 arch). Config: `-c 131072 -ctk q4_0 -ctv q4_0 --flash-attn on --cont-batching`. Sampler: `--temp 0.9 --top-p 0.95 --top-k 60 --min-p 0.0 --repeat-penalty 1.0`. Service: `/home/llmuser/llama-fable-wrapper.sh`. - **RTX 3090 (2026-07-27)**: Swapped to Qwen3.8-27B-Uncensored-Q4_K_M (14.7GB). Q4 was too large for 24GB VRAM with 128K context + KV cache overhead. Q3 fits at ~22.4GB (91%). Uses standard llama.cpp build b9190 (turboquant b9150 incompatible with qwen3_5 arch). Config: `-c 131072 -ctk q4_0 -ctv q4_0 --flash-attn on --cont-batching`. Sampler: `--temp 0.9 --top-p 0.95 --top-k 60 --min-p 0.0 --repeat-penalty 1.0`. Service: `/home/llmuser/llama-fable-wrapper.sh`.
- **RTX 5070 config (2026-08-20)**: Switched to Qwen3.5-9B (Q5_K_M) at 128K context. Multimodal (image+text). Gen speed: ~145 tok/s (estimated). VRAM: ~6.2/12.2GB (~51%). Service: `/home/llmuser/llama-wrapper.sh`. Config: `--model Qwen3.5-9B-Q5_K_M.gguf --mmproj Qwen3.5-9B-mmproj-F16.gguf --ctx-size 131072`. - **RTX 5070 config (2026-08-20)**: Switched to Qwen3.5-9B (Q5_K_M) at 128K context. Multimodal (image+text). Gen speed: ~145 tok/s (estimated). VRAM: ~6.2/12.2GB (~51%). Service: `/home/llmuser/llama-wrapper.sh`. Config: `--model Qwen3.5-9B-Q5_K_M.gguf --mmproj Qwen3.5-9B-mmproj-F16.gguf --ctx-size 131072`.
- **LiteLLM timeout tuning (verified 2026-07-27)**: Qwen3.8-27B-Uncensored-Q4_K_M 300s, gemma-4-12b 120s, qwen3.6-27B-code 300s (legacy), 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 2026-07-27)**: Qwen3.8-27B-Uncensored-Q4_K_M 300s, gpu-vision 120s, qwen3.6-27B-code 300s (legacy), 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: `qwen3.6-35B-udq4`, alias `strix-moe`, 128K context, flash-attn + q4 KV, multimodal (mmproj loaded). - **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).
- **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).
- **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 (old Mumuni CT114 — now inside Abiba CT100 at .24) 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`. - **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 (old Mumuni CT114 — now inside Abiba CT100 at .24) 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`.
@@ -287,7 +287,7 @@ History stored at `/root/data/toks-history.json` with 7-day rolling window.
All agent configs MUST use stable role-based aliases, never model-specific names: All agent configs MUST use stable role-based aliases, never model-specific names:
- `compression.model: strix-moe` (NOT `qwen3.6-35B-udq4`) - `compression.model: strix-moe` (NOT `qwen3.6-35B-udq4`)
- `auxiliary.vision.model: gpu-light` (NOT `gemma-4-12b`) - `auxiliary.vision.model: gpu-light` (NOT `gpu-vision`)
- `delegation.model: gpu-dense` (NOT `qwen3.6-27B-code`) - `delegation.model: gpu-dense` (NOT `qwen3.6-27B-code`)
- `auxiliary.web_extract.model: gpu-light` - `auxiliary.web_extract.model: gpu-light`
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@@ -55,7 +55,7 @@ depends_on:
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.
- Stable aliases (gpu-dense, gpu-light, strix-moe) from gpu-fleet are the canonical names for agent configs. Model-specific names still work but are deprecated. - Stable aliases (gpu-dense, gpu-light, strix-moe) from gpu-fleet are the canonical names for agent configs. Model-specific names still work but are deprecated.
- RTX 5070 tok/s is ~145 for Qwen3.5-9B — gpu-light is the fastest endpoint. Route vision/web/light work there first. NOTE: Qwen3.5-9B is multimodal (image+text), NOT text-only like gemma-4-12b was. - RTX 5070 tok/s is ~145 for Qwen3.5-9B — gpu-light is the fastest endpoint. Route vision/web/light work there first. NOTE: Qwen3.5-9B is multimodal (image+text), NOT text-only like gpu-vision was.
- Strix Halo is 62.9 tok/s (89% of 70.5 baseline) — below optimal but stable. Check for competing workloads. - Strix Halo is 62.9 tok/s (89% of 70.5 baseline) — below optimal but stable. Check for competing workloads.
- RTX 3090 VRAM at 88% — within role-appropriate range (role = heavy reasoning, needs the headroom). - RTX 3090 VRAM at 88% — within role-appropriate range (role = heavy reasoning, needs the headroom).
- RTX 5070 VRAM at 83% — role-appropriate for vision/web (smaller batch sizes). - RTX 5070 VRAM at 83% — role-appropriate for vision/web (smaller batch sizes).
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@@ -81,7 +81,7 @@ custom_providers:
auxiliary: auxiliary:
vision: vision:
provider: harness provider: harness
model: gemma-4-12b # or syslog-auto model: gpu-vision # or syslog-auto
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
api_key: <value from: infisical secrets get LITELLM_API_KEY --project=agents --env=production> # ← MANDATORY workaround api_key: <value from: infisical secrets get LITELLM_API_KEY --project=agents --env=production> # ← MANDATORY workaround
@@ -96,7 +96,7 @@ auxiliary:
threshold: 0.65 threshold: 0.65
target_ratio: 0.3 target_ratio: 0.3
provider: harness provider: harness
model: syslog-auto # or gemma-4-12b model: syslog-auto # or gpu-vision
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
api_key: <value from: infisical secrets get LITELLM_API_KEY --project=agents --env=production> # ← MANDATORY workaround api_key: <value from: infisical secrets get LITELLM_API_KEY --project=agents --env=production> # ← MANDATORY workaround
@@ -200,7 +200,7 @@ Key is injected via `infisical run --` wrapper at PM2 startup:
{ "id": "gpu-dense" }, { "id": "gpu-dense" },
{ "id": "gpu-light" }, { "id": "gpu-light" },
{ "id": "qwen3.6-27B-code" }, { "id": "qwen3.6-27B-code" },
{ "id": "gemma-4-12b" } { "id": "gpu-vision" }
] ]
} }
} }
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@@ -101,7 +101,7 @@ model:
api_key_env: LITELLM_API_KEY # Injected via infisical run -- wrapper api_key_env: LITELLM_API_KEY # Injected via infisical run -- wrapper
max_tokens: 4096 # ⚠️ CRITICAL: Prevents unbounded generation max_tokens: 4096 # ⚠️ CRITICAL: Prevents unbounded generation
context_length: 131072 # For syslog-auto (all GPUs at 128K for stability). context_length: 131072 # For syslog-auto (all GPUs at 128K for stability).
# Set 65536 if using gemma-4-12b directly (tight VRAM). # Set 65536 if using gpu-vision directly (tight VRAM).
fallback_providers: fallback_providers:
provider: deepseek provider: deepseek
@@ -142,18 +142,18 @@ compression:
# ─── Auxiliary Tasks (CONSISTENCY RULE) ─── # ─── Auxiliary Tasks (CONSISTENCY RULE) ───
# All auxiliary services MUST use identical model, base_url, and api_key_env: # All auxiliary services MUST use identical model, base_url, and api_key_env:
# model: gpu-light # stable alias (NOT raw "gemma-4-12b") # model: gpu-light # stable alias (NOT raw "gpu-vision")
# 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. # Do NOT use syslog-auto for auxiliary tasks — it routes to the primary GPU.
# gpu-light = RTX 5070 (12B), freeing the Strix Halo for agent reasoning. # gpu-light = RTX 5070 (12B), freeing the Strix Halo for agent reasoning.
# 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 (gpu-vision, 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.
auxiliary: auxiliary:
vision: vision:
provider: harness provider: harness
model: gpu-light # stable alias for RTX 5070 (was raw gemma-4-12b) model: gpu-light # stable alias for RTX 5070 (was raw gpu-vision)
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
timeout: 60 timeout: 60
@@ -248,10 +248,10 @@ The following MUST be identical across ALL 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 2026-07-16)
- Vision and web_extract use `gemma-4-12b` (RTX 5070 — 12GB, vision-optimized) - Vision and web_extract use `gpu-vision` (RTX 5070 — 12GB, vision-optimized)
- Compression uses `strix-moe` (stable alias for Strix Halo — 64GB, 128K ctx, compression-optimized) - Compression uses `strix-moe` (stable alias for Strix Halo — 64GB, 128K ctx, compression-optimized)
- **`strix-moe` is the only valid compression model name** — LiteLLM does NOT serve `ornith-1.0-35b` - **`strix-moe` is the only valid compression model name** — LiteLLM does NOT serve `ornith-1.0-35b`
(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. (it serves `strix-moe`, `qwen3.6-35B-udq4`, `gpu-dense`, `gpu-light`, `syslog-auto`, `gpu-vision`, `qwen3.6-27B-code`). Old configs with `ornith-1.0-35b` cause 403/model-not-found on compression calls.
- **OPERATIONAL DECISION (2026-07-23): Use `syslog-auto` for compression across all agents.** - **OPERATIONAL DECISION (2026-07-23): Use `syslog-auto` for compression across all agents.**
The `syslog-auto` alias routes to the Strix Halo, but uses the weighted pool instead of pinning The `syslog-auto` alias routes to the Strix Halo, but uses the weighted pool instead of pinning
to `strix-moe` directly. This prevents sustained Strix Halo thermal load because the pool can to `strix-moe` directly. This prevents sustained Strix Halo thermal load because the pool can
@@ -269,11 +269,11 @@ The following MUST be identical across ALL profiles:
### Rule 8: GPU Workload Distribution (UPDATED 2026-07-16) ### Rule 8: GPU Workload Distribution (UPDATED 2026-07-16)
- **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
- **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, gpu-vision)**: Vision, web search, quick tasks, web_extract (IQ4_NL+MTP, ~65% VRAM at 128K)
- **Strix Halo (64GB, 128K ctx, syslog-auto)**: Context compression, summarization, long docs - **Strix Halo (64GB, 128K ctx, syslog-auto)**: Context compression, summarization, long docs
- 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-vision` (RTX 5070)
- `auxiliary.web_extract.model: gemma-4-12b` (RTX 5070) - `auxiliary.web_extract.model: gpu-vision` (RTX 5070)
- `auxiliary.compression.model: syslog-auto` (Strix Halo) - `auxiliary.compression.model: syslog-auto` (Strix Halo)
- 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)
@@ -293,7 +293,7 @@ The following MUST be identical across ALL profiles:
- **Hermes agents**: `model.default: syslog-auto`, `custom_providers[0].model: syslog-auto` - **Hermes agents**: `model.default: syslog-auto`, `custom_providers[0].model: syslog-auto`
- **pi agents**: `defaultModel: syslog-auto` in `settings.json`, first model in `models.json` - **pi agents**: `defaultModel: syslog-auto` in `settings.json`, first model in `models.json`
- `syslog-auto` is the LiteLLM routing model — it load-balances between strix-moe - `syslog-auto` is the LiteLLM routing model — it load-balances between strix-moe
and qwen3.6-27B-code, with gemma-4-12b as fallback. Using it protects against: and qwen3.6-27B-code, with gpu-vision as fallback. Using it protects against:
- Model name typos that cause 403 errors and silent worker failures - Model name typos that cause 403 errors and silent worker failures
- Single GPU downtime (routing falls back automatically) - Single GPU downtime (routing falls back automatically)
- Key/model authorization mismatches - Key/model authorization mismatches
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@@ -177,7 +177,7 @@ The agent picks up the new key via `infisical run --` at gateway startup.
# In litellm_config.yaml — ensures all future keys inherit these defaults: # In litellm_config.yaml — ensures all future keys inherit these defaults:
litellm_settings: litellm_settings:
default_key_generate_params: default_key_generate_params:
models: ["syslog-auto", "qwen3.6-27B-code", "gemma-4-12b"] models: ["syslog-auto", "qwen3.6-27B-code", "gpu-vision"]
duration: null # ← permanent duration: null # ← permanent
max_budget: 100 max_budget: 100
metadata: metadata:
@@ -285,13 +285,13 @@ auxiliary:
api_key: sk-<agent-key-from-vault> # ← workaround (get via: infisical secrets get LITELLM_API_KEY --project=agents --env=production --plain) api_key: sk-<agent-key-from-vault> # ← workaround (get via: infisical secrets get LITELLM_API_KEY --project=agents --env=production --plain)
api_key_env: LITELLM_API_KEY api_key_env: LITELLM_API_KEY
base_url: http://192.168.68.116/v1 base_url: http://192.168.68.116/v1
model: gemma-4-12b model: gpu-vision
provider: harness provider: harness
compression: compression:
api_key: sk-<agent-key-from-vault> # ← workaround (same as above) api_key: sk-<agent-key-from-vault> # ← workaround (same as above)
api_key_env: LITELLM_API_KEY api_key_env: LITELLM_API_KEY
base_url: http://192.168.68.116/v1 base_url: http://192.168.68.116/v1
model: gemma-4-12b model: gpu-vision
provider: harness provider: harness
``` ```
+1 -1
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@@ -99,5 +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] models: [syslog-auto, qwen3.6-27B-code, gpu-vision]
``` ```
+3 -1
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@@ -147,7 +147,9 @@ GPU .8 (RTX 3090) GPU .110 (RTX 5070) GPU .15 (Strix Halo)
```bash ```bash
# Zulip API health (POST ping) # Zulip API health (POST ping)
curl -s -o /dev/null -w '%{http_code}' -X POST https://chat.sysloggh.net/api/v1/messages -u 'abiba-bot@chat.sysloggh.net:KEY' source /etc/litellm-monitor.env
ZULIP_USER="abiba-bot@chat.sysloggh.net"
curl -s -o /dev/null -w '%{http_code}' -X POST https://chat.sysloggh.net/api/v1/messages -u "${ZULIP_USER}:${ZULIP_BOT_KEY}"
# Expected: 200 (HTTP 000 = unreachable/cache) # Expected: 200 (HTTP 000 = unreachable/cache)
# PM2 process health # PM2 process health
+2 -2
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@@ -68,7 +68,7 @@ description: >
- Generate new key with key_alias: "{agent_name}" (e.g., "tanko" — bare name, no date) - Generate new key with key_alias: "{agent_name}" (e.g., "tanko" — bare name, no date)
- Set metadata: { "agent": "{agent_name}", "purpose": "agent-inference" } - Set metadata: { "agent": "{agent_name}", "purpose": "agent-inference" }
- Duration is null (permanent) — inherited from litellm default_key_generate_params - Duration is null (permanent) — inherited from litellm default_key_generate_params
- Set models: ["syslog-auto", "qwen3.6-27B-code", "gemma-4-12b", "strix-moe", "gpu-dense", "gpu-light", "qwen3.6-35B-udq4"] - Set models: ["syslog-auto", "qwen3.6-27B-code", "gpu-vision", "strix-moe", "gpu-dense", "gpu-light", "qwen3.6-35B-udq4"]
- Note: `ornith-1.0-35b` is NOT a valid LiteLLM model name (use `strix-moe`, the stable alias). qwen3.6-35B-A3B removed from fleet (was never deployed). - Note: `ornith-1.0-35b` is NOT a valid LiteLLM model name (use `strix-moe`, the stable alias). qwen3.6-35B-A3B removed from fleet (was never deployed).
- Return the new key - Return the new key
5. **If action == "rotate"**: 5. **If action == "rotate"**:
@@ -270,7 +270,7 @@ reads use per-agent identities. This eliminates the single shared token risk.
| 2026-07-16 | vault | cleanup | 4 stale secrets deprecated. 5 personal creds flagged. | | 2026-07-16 | vault | cleanup | 4 stale secrets deprecated. 5 personal creds flagged. |
| 2026-07-16 | koonimo | add-zulip | Added KOONIMO_ZULIP_API_KEY to vault. Wrapper injects ZULIP_API_KEY + ZULIP_EMAIL. 3 platforms. | | 2026-07-16 | koonimo | add-zulip | Added KOONIMO_ZULIP_API_KEY to vault. Wrapper injects ZULIP_API_KEY + ZULIP_EMAIL. 3 platforms. |
| 2026-07-16 | tanko | migrate | Migrated from hardcoded config.yaml to infisical-gateway.sh + st.353699cd. NOTE: st.353699cd later deleted — reverted to st.8e848433 on 2026-07-17. | | 2026-07-16 | tanko | migrate | Migrated from hardcoded config.yaml to infisical-gateway.sh + st.353699cd. NOTE: st.353699cd later deleted — reverted to st.8e848433 on 2026-07-17. |
| 2026-07-16 | mumuni | rotate | Old key malformed (sk-_SWAl_Vu_, 47 chars, not LiteLLM format) → 401. Deleted old `mumuni` key (token 15cbca18…), generated fresh (alias `mumuni`, 7 models: syslog-auto, qwen3.6-27B-code, gemma-4-12b, strix-moe, gpu-dense, gpu-light, qwen3.6-35B-udq4). New key sk-OzuWsoX2… written to /root/.hermes/.env (Rule 3/13 fallback). Vault sync PENDING (needs machine identity). WAL #1300. | | 2026-07-16 | mumuni | rotate | Old key malformed (sk-_SWAl_Vu_, 47 chars, not LiteLLM format) → 401. Deleted old `mumuni` key (token 15cbca18…), generated fresh (alias `mumuni`, 7 models: syslog-auto, qwen3.6-27B-code, gpu-vision, strix-moe, gpu-dense, gpu-light, qwen3.6-35B-udq4). New key sk-OzuWsoX2… written to /root/.hermes/.env (Rule 3/13 fallback). Vault sync PENDING (needs machine identity). WAL #1300. |
| 2026-07-16 | koby | rotate | Old key sk-6sbCNjz (401, stale in /etc/environment). Deleted old `koby` key, generated fresh (alias `koby`). New key sk-BqRRMboTI… in systemd drop-in `hermes-gateway.service.d/litellm-key.conf` + /etc/environment. Created `hermes-gateway.service` unit (was missing — gateway wasn't persistent) with `--replace`. Verified HTTP 200, Telegram connected. | | 2026-07-16 | koby | rotate | Old key sk-6sbCNjz (401, stale in /etc/environment). Deleted old `koby` key, generated fresh (alias `koby`). New key sk-BqRRMboTI… in systemd drop-in `hermes-gateway.service.d/litellm-key.conf` + /etc/environment. Created `hermes-gateway.service` unit (was missing — gateway wasn't persistent) with `--replace`. Verified HTTP 200, Telegram connected. |
| 2026-07-16 | baggy (koonimo) | rotate | Old key sk-krnw_zGB (401, hardcoded in systemd drop-in). Deleted old `baggy` key, generated fresh (alias `baggy`, metadata agent=koonimo). New key sk-OEK7z26n6E… in drop-in `hermes-gateway.service.d/litellm-key.conf`. CT113 IP changed .113→.114. Verified HTTP 200, Zulip connected. | | 2026-07-16 | baggy (koonimo) | rotate | Old key sk-krnw_zGB (401, hardcoded in systemd drop-in). Deleted old `baggy` key, generated fresh (alias `baggy`, metadata agent=koonimo). New key sk-OEK7z26n6E… in drop-in `hermes-gateway.service.d/litellm-key.conf`. CT113 IP changed .113→.114. Verified HTTP 200, Zulip connected. |
+4 -4
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@@ -73,15 +73,15 @@ 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 | **128K** | 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 | **128K** | 2 | | ocu-llm | 192.168.68.110 | NVIDIA RTX 5070 (12 GB) | gpu-vision | 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) | 128K | 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)
| Primary | Timeout | Fallback | Timeout | | Primary | Timeout | Fallback | Timeout |
|---------|---------|----------|---------| |---------|---------|----------|---------|
| qwen3.6-27B-code | 300s | gemma-4-12b | 120s | | qwen3.6-27B-code | 300s | gpu-vision | 120s |
| gemma-4-12b | 120s | qwen3.6-27B-code | 300s | | gpu-vision | 120s | qwen3.6-27B-code | 300s |
| qwen3.6-35B-udq4 / strix-moe | 300s | qwen → gemma | — | | qwen3.6-35B-udq4 / strix-moe | 300s | qwen → gemma | — |
| syslog-auto (balanced) | 300s | qwen → gemma | — | | syslog-auto (balanced) | 300s | qwen → gemma | — |
@@ -127,7 +127,7 @@ Request → nginx:80 → LiteLLM:4000 → GPU(llama-server, parallel 2)
- Check alerts array for active warnings/critical - Check alerts array for active warnings/critical
7. **Check model inference via LiteLLM** — Test each model: 7. **Check model inference via LiteLLM** — Test each model:
- POST /v1/chat/completions model=gemma-4-12b → expect 200 - POST /v1/chat/completions model=gpu-vision → expect 200
- POST /v1/chat/completions model=qwen3.6-27B-code → expect 200 - POST /v1/chat/completions model=qwen3.6-27B-code → expect 200
- POST /v1/chat/completions model=strix-moe → expect 200 - POST /v1/chat/completions model=strix-moe → expect 200
- Use master key for auth - Use master key for auth
+8 -8
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@@ -61,14 +61,14 @@ 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 131072 --parallel 2 --ngl 99`) | **128K** | 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 131072 --parallel 2`, IQ4_NL + MTP draft) | **128K** | 2 | | ocu-llm | 192.168.68.110 | NVIDIA RTX 5070 (12 GB) | gpu-vision | 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) | 128K | 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.
## LiteLLM Model Surface (ground truth — `/opt/inference-harness/litellm_config.yaml` on CT 116) ## LiteLLM Model Surface (ground truth — `/opt/inference-harness/litellm_config.yaml` on CT 116)
`model_name`s served: `qwen3.6-27B-code`, `gemma-4-12b`, `qwen3.6-35B-udq4`, `strix-moe`, `gpu-dense`, `gpu-light`, `syslog-auto`, `crew-auto` (new 2026-08-20). `model_name`s served: `qwen3.6-27B-code`, `gpu-vision`, `qwen3.6-35B-udq4`, `strix-moe`, `gpu-dense`, `gpu-light`, `syslog-auto`, `crew-auto` (new 2026-08-20).
### Context Cap Split (2026-08-20) ### Context Cap Split (2026-08-20)
@@ -78,17 +78,17 @@ Request → nginx:80 → LiteLLM:4000 → GPU(llama-server, parallel 2)
Preferred implementation: uncap shared pool, add capped alias for crew-only. Preferred implementation: uncap shared pool, add capped alias for crew-only.
- `syslog-auto` is a weighted router model: qwen3.6-27B-code (0.55, rpm 500) + qwen3.6-35B-udq4 (0.30, rpm 60) + gemma-4-12b (0.15, rpm 200). - `syslog-auto` is a weighted router model: qwen3.6-27B-code (0.55, rpm 500) + qwen3.6-35B-udq4 (0.30, rpm 60) + gpu-vision (0.15, rpm 200).
- `gpu-dense` / `gpu-light` are high-rpm aliases (rpm 500) onto qwen3.6-27B-code / gemma-4-12b respectively. - `gpu-dense` / `gpu-light` are high-rpm aliases (rpm 500) onto qwen3.6-27B-code / gpu-vision respectively.
- Key scoping: agent keys are restricted to `['syslog-auto','qwen3.6-27B-code','gemma-4-12b','strix-moe','gpu-dense','gpu-light']`. As of 2026-07-16 the `baggy`/`koby`/`mumuni`/`abiba-pi` keys ALSO include `qwen3.6-35B-udq4`; `abiba-pi` additionally includes `deepseek-v4-pro` (cloud fallback). `kagenz0`/`koonimo`/`pi-agents-unified` have the standard 6 only. Agents should still use the stable alias `strix-moe` (not the raw `qwen3.6-35B-udq4`) so model swaps don't break them. - Key scoping: agent keys are restricted to `['syslog-auto','qwen3.6-27B-code','gpu-vision','strix-moe','gpu-dense','gpu-light']`. As of 2026-07-16 the `baggy`/`koby`/`mumuni`/`abiba-pi` keys ALSO include `qwen3.6-35B-udq4`; `abiba-pi` additionally includes `deepseek-v4-pro` (cloud fallback). `kagenz0`/`koonimo`/`pi-agents-unified` have the standard 6 only. Agents should still use the stable alias `strix-moe` (not the raw `qwen3.6-35B-udq4`) so model swaps don't break them.
- **NEVER use `litellm_proxy_master_key` (the `sk-litellm-...` master key) for inference.** It is for admin endpoints only (`/key/list`, `/key/generate`, `/key/info`). All inference — agent traffic, health-check model tests, monitor scripts — uses agent-specific keys. The health-check script's model tests use a dedicated `monitor` agent key stored at `/etc/litellm-monitor.env` on CT 116 (root-only, `chmod 600`); `/key/list` is the only call that legitimately uses `$MASTER_KEY`. - **NEVER use `litellm_proxy_master_key` (the `sk-litellm-...` master key) for inference.** It is for admin endpoints only (`/key/list`, `/key/generate`, `/key/info`). All inference — agent traffic, health-check model tests, monitor scripts — uses agent-specific keys. The health-check script's model tests use a dedicated `monitor` agent key stored at `/etc/litellm-monitor.env` on CT 116 (root-only, `chmod 600`); `/key/list` is the only call that legitimately uses `$MASTER_KEY`.
## Model Fallback Chains (LiteLLM) ## Model Fallback Chains (LiteLLM)
| Primary | Timeout | Fallback | Timeout | | Primary | Timeout | Fallback | Timeout |
|---------|---------|----------|---------| |---------|---------|----------|---------|
| qwen3.6-27B-code | 300s | gemma-4-12b | 120s | | qwen3.6-27B-code | 300s | gpu-vision | 120s |
| gemma-4-12b | 120s | qwen3.6-27B-code | 300s | | gpu-vision | 120s | qwen3.6-27B-code | 300s |
| qwen3.6-35B-udq4 / strix-moe | 300s | qwen → gemma | — | | qwen3.6-35B-udq4 / strix-moe | 300s | qwen → gemma | — |
| syslog-auto (balanced) | 300s | qwen → gemma | — | | syslog-auto (balanced) | 300s | qwen → gemma | — |
@@ -157,7 +157,7 @@ Run this first on every cycle. Results feed into remediation rules below.
- Check alerts array for active warnings/critical - Check alerts array for active warnings/critical
### 5. Check model inference via LiteLLM — test each model ### 5. Check model inference via LiteLLM — test each model
- POST /v1/chat/completions model=gemma-4-12b → expect 200 - POST /v1/chat/completions model=gpu-vision → expect 200
- POST /v1/chat/completions model=qwen3.6-27B-code → expect 200 - POST /v1/chat/completions model=qwen3.6-27B-code → expect 200
- POST /v1/chat/completions model=strix-moe → expect 200 - POST /v1/chat/completions model=strix-moe → expect 200
- Use master key for auth - Use master key for auth
+19 -11
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@@ -2,10 +2,13 @@
kind: responsibility kind: responsibility
name: pm2-self-heal name: pm2-self-heal
description: > description: >
Monitors critical PM2 processes (abiba-zulip, abiba-telegram) and Monitors critical PM2 processes on CT100/.24 (the container this agent runs in) and
auto-restarts any that are stopped or errored. Logs every action to auto-restarts any that are stopped or errored. Logs every action to
the knowledge graph and alerts the owner via Zulip DM on failures. the knowledge graph and alerts the owner via Zulip DM on failures.
Abiba-zulip is the live Zulip bridge and may be restarted; alert owner on failure. Abiba-zulip is the live Zulip bridge and may be restarted; alert owner on failure.
**Execution host: CT100/.24 local pm2 — NOT CT116, NOT via SSH** (CT116 runs systemd+docker, no PM2).
**Process scope (5/5, 2026-08-09 ruling, ecosystem authoritative):**
abiba-zulip, abiba-telegram, gitea-runner, spoton-service, zulip-watchdog
report_only_agents: report_only_agents:
- koby # ⛔ KOBY IS NEVER REPAIRED (Rule 17, 2026-08-17) — detect + report, never fix on .129 - koby # ⛔ KOBY IS NEVER REPAIRED (Rule 17, 2026-08-17) — detect + report, never fix on .129
--- ---
@@ -45,18 +48,23 @@ report_only_agents:
## Execution ## Execution
**Execution host: CT100/.24 — run `pm2` commands LOCAL to this container. Never SSH to CT116** (CT116 runs systemd+docker, no PM2 set).
**Process scope (5/5, 2026-08-09 ruling, ecosystem authoritative):**
1. abiba-zulip (live Zulip bridge, heartbeating)
2. abiba-telegram
3. gitea-runner
4. spoton-service
5. zulip-watchdog
1. **Check PM2 status** — Run `pm2 status --no-color` and parse the table (5th data column = PID, 8th = restarts, 9th = status) 1. **Check PM2 status** — Run `pm2 status --no-color` and parse the table (5th data column = PID, 8th = restarts, 9th = status)
2. **Check abiba-telegram**: 2. **Check all 5 processes** (abiba-zulip, abiba-telegram, gitea-runner, spoton-service, zulip-watchdog):
- If status is "online" → pass
- If status is "stopped" or "errored" → apply Rule 1
- If restarts > 5 → alert owner
3. **Check abiba-zulip** (live Zulip bridge, heartbeating):
- If status is "online" → pass, log restarts count - If status is "online" → pass, log restarts count
- If status is "stopped" or "errored" → restart (`pm2 restart abiba-zulip` — fully restored) - If status is "stopped" or "errored" → apply Rule 1 (restart)
- If restarts > 5 in last hour → alert owner with full diagnostics - If restarts > 5 → alert owner
4. **Log results** — Append to `SyslogSolution/health-logs/pm2/{timestamp}.md` in Gitea (not knowledge graph — hard rule) 3. **Log results** — Append to `SyslogSolution/health-logs/pm2/{timestamp}.md` in Gitea (not knowledge graph — hard rule)
5. **Alert** — Send Zulip DM to owner if escalation needed (do NOT run pm2 commands during alerting) 4. **Alert** — Send Zulip DM to owner if escalation needed (do NOT run pm2 commands during alerting)
6. **Wait 5 min** → repeat from step 1 5. **Wait 5 min** → repeat from step 1
## Example Output (when healthy) ## Example Output (when healthy)