- All GPUs: --parallel 1 → 2 (6 concurrent slots, was 3) - .8 RTX 3090: ctx 256K→128K, VRAM 96%→83%, turbo4 KV cache - .110 RTX 5070: ctx 256K→128K, ubatch 4096→512 (was inverted), VRAM 90%→77%, q4_0 KV - .15 Strix Halo: parallel 1→2, 256K ctx (41GB free), q8_0 KV, AMD metrics via /sys/class/drm - LiteLLM: gemma timeout 25→120s, qwen timeout 40→90s, syslog-auto (qwen) 40→90s - Agent configs: context_length 262144 for syslog-auto, 131072 for direct qwen/gemma - Updated health-check operation, agent config implications, benchmark table (fixed model↔GPU mapping)
12 KiB
kind, name, description
| kind | name | description |
|---|---|---|
| template | hermes-config-template | Standard Hermes configuration template for Syslog Solution LLC agents. Enforces shared infrastructure setup (Firecrawl, SearXNG, local models, RA-H OS MCP) while keeping agent-specific API keys and model choices. Updated 2026-07-08: GPU context reduced to 128K on NVIDIA (.8, .110), parallel 2 on all GPUs, LiteLLM timeouts tuned, context_length guidance added. |
Maintains
- template_version: "2.1.0"
- last_applied: timestamp
- agents_configured: ["tanko", "mumuni", "abiba", "tdunna", "baggy", "kagenz0"]
- agent_keys: map (see Agent Keys section)
- infra_endpoints_verified: array
Agent Keys (LiteLLM — Current 2026-07-04)
Each agent has a unique LiteLLM API key (virtual key) generated against the LiteLLM
PostgreSQL DB via POST /key/generate on CT 116. Keys are stored in the DB, not in
config files. The env var LITELLM_API_KEY is set in /etc/environment on each agent
host AND in ~/.hermes/.env for gateway env propagation.
Sub-agent profiles inherit auth from the main config — no separate keys needed.
| Agent | Key Alias | Host | SSH | Sub-Agents |
|---|---|---|---|---|
| Tanko | tanko-* |
192.168.68.122 | jerome@.122 | — |
| Mumuni | mumuni-jul2026 |
192.168.68.123 | root@.123 | 6 profiles ✱ |
| Abiba | abiba-* |
192.168.68.24 | local | — |
| Tdunna | tdunna-* |
? | Zulip | — |
| Baggy | baggy-* |
? | Zulip | — |
| Kagenz0 | kagenz0-* |
? | Zulip | — |
✱ Mumuni sub-agents: syslog-code, syslog-devops, syslog-email, syslog-research,
syslog-review, syslog-writer — all at /root/.hermes/profiles/<name>/config.yaml
Infrastructure Stack
| Component | Endpoint | Purpose |
|---|---|---|
| Firecrawl | http://192.168.68.7:3002/ |
Web content extraction |
| SearXNG | http://storepve:8888 |
Privacy-respecting web search |
| LiteLLM | http://192.168.68.116/v1 |
Unified model gateway (via nginx) |
| LiteLLM (NetBird) | https://litellm.sysloggh.net/v1 |
Alternative (may have 502 issues) |
| RA-H OS MCP | http://192.168.68.65:3100/mcp |
Knowledge graph bridge |
| Context7 MCP | http://localhost:8079/mcp |
Documentation queries |
API Key Rules
api_key_env: LITELLM_API_KEY— Use env var for main model auth (preferred)api_key: ''— Sub-agents leave empty to inherit from main config's custom_providerapi_key: sk-...— Hardcoded key only as fallback when env var not possible- Set
LITELLM_API_KEYin/etc/environmenton each host - Sub-agents NEVER get their own key — they share the host agent's key
- Restart Hermes after updating
/etc/environment
Sub-Agent Profiles (Mumuni pattern)
Mumuni has 6 sub-agent profiles in /root/.hermes/profiles/<name>/config.yaml:
profiles/
├── syslog-code/config.yaml # Code generation
├── syslog-devops/config.yaml # DevOps/infrastructure
├── syslog-email/config.yaml # Email processing
├── syslog-research/config.yaml # Research & analysis
├── syslog-review/config.yaml # Code review
└── syslog-writer/config.yaml # Content writing
Sub-agent profile rules:
api_keymust be empty —api_key: ''or omitted entirelybase_urlmust be empty — inherits from main config's custom_providerproviderisautoorharness— routes through the shared LiteLLM gatewaymodelis agent-specific — each sub-agent can have its own default model- Auxiliary tasks (vision, compression, etc.) also leave
api_keyempty - Never hardcode a key in sub-agent profiles
This ensures all 6 sub-agents use the same LiteLLM key set in /etc/environment.
When the key is rotated, only the env var needs updating — all 7 configs (main + 6 subs)
work immediately after restart.
Template — Required Sections
# ─── Model Selection ───
model:
default: <agent_model> # e.g., ornith-1.0-35b, qwen3.6-27B-code
provider: harness
base_url: http://192.168.68.116/v1
api_key_env: LITELLM_API_KEY # Set in /etc/environment AND ~/.hermes/.env
max_tokens: 4096 # ⚠️ CRITICAL: Prevents unbounded generation
context_length: 262144 # For syslog-auto (ornith route supports 256K).
# Set 131072 if using qwen3.6-27B-code or gemma-4-12b directly.
fallback_providers:
provider: deepseek
model: deepseek-chat
api_key_env: DEEPSEEK_API_KEY
# ─── Web Stack (SHARED INFRA — DO NOT CHANGE) ───
web:
backend: firecrawl
search_backend: searxng
extract_backend: firecrawl
firecrawl:
base_url: http://192.168.68.7:3002/
# ─── MCP Servers (SHARED INFRA) ───
mcp_servers:
context7:
connect_timeout: 60
timeout: 300
url: http://localhost:8079/mcp
ra-h-os:
url: http://192.168.68.65:3100/mcp
timeout: 120
connect_timeout: 60
# ─── Compression ───
compression:
enabled: true
model: gemma-4-12b # ⚠️ Must match auxiliary.compression.model
provider: harness
max_context_window: 262144 # For syslog-auto (ornith supports 256K).
# Set 131072 if using qwen or gemma directly.
threshold: 0.65 # Fires at ~170K for 262K window, ~85K for 128K
target_ratio: 0.30
protect_last_n: 40
hygiene_hard_message_limit: 350
protect_first_n: 3
abort_on_summary_failure: false
# ─── Auxiliary Tasks (CONSISTENCY RULE) ───
# All auxiliary services MUST use identical model, base_url, and api_key_env:
# model: gemma-4-12b
# base_url: http://192.168.68.116/v1
# api_key_env: LITELLM_API_KEY
# Do NOT use syslog-auto for auxiliary tasks — it routes to the primary GPU.
# gemma-4-12b is a lightweight 12B model on the RTX 5070, freeing the Strix Halo
# for agent reasoning.
auxiliary:
vision:
provider: harness
model: gemma-4-12b
base_url: http://192.168.68.116/v1
api_key_env: LITELLM_API_KEY
timeout: 60
download_timeout: 30
web_extract:
provider: harness
model: gemma-4-12b
base_url: http://192.168.68.116/v1
api_key_env: LITELLM_API_KEY
timeout: 30
compression:
provider: harness
model: gemma-4-12b
base_url: http://192.168.68.116/v1
api_key_env: LITELLM_API_KEY
timeout: 60
# ─── Custom Provider ───
custom_providers:
- name: harness
model: <agent_model>
base_url: http://192.168.68.116/v1
api_key_env: LITELLM_API_KEY
api_mode: chat_completions
Key Update Procedure
When LiteLLM keys are regenerated (e.g., after infrastructure changes):
- If SSH available:
ssh <host> "sudo sed -i 's/LITELLM_API_KEY=.*/LITELLM_API_KEY=sk-<NEW>/' /etc/environment" - If SSH unavailable: Send Zulip DM via abiba-bot with update command
- After update: Restart Hermes on the agent host
- Verify:
curl -H "Authorization: Bearer sk-<KEY>" http://192.168.68.116/v1/models
Configuration Rules
Rule 1: Shared Infra Is Locked
The following MUST be identical across ALL profiles:
web.backend,web.search_backend,web.extract_backendweb.firecrawl.base_urlmcp_servers.ra-h-os.urlcustom_providers[0].base_url
Rule 2: Model Choice Is Free
model.default— per agentfallback_providers.model— per agentcustom_providers[0].model— per agent
Rule 3: API Keys via Environment
- Prefer
api_key_env: LITELLM_API_KEYover hardcoded keys - Hardcoded keys in config.yaml become stale after key rotation
/etc/environmentpersists across config updates- Restart Hermes after env var updates
Rule 4: Sub-Agent Profiles Inherit Auth
- Sub-agent profiles (
/root/.hermes/profiles/*/config.yaml) must have:api_key: ''— inherit from main config's custom_providerbase_url: ''— inherit from main config- Auxiliary tasks:
api_key: '',provider: harness
- Never hardcode a key in sub-agent profiles
- When main config uses
api_key_env, sub-agents automatically use it - This means key rotation only touches ONE file (
/etc/environment)
Rule 5: Main Config Base URL
|- Use direct IP: http://192.168.68.116/v1
|- NOT the NetBird URL (litellm.sysloggh.net) — can cause 502 when NetBird is down
|- NOT the old path (/litellm/v1) — nginx now routes /v1 directly
Rule 6: max_tokens Is Required (Thermal Safety)
- Every Hermes config MUST set
model.max_tokens: 4096— this is non-negotiable - Prevents unbounded generation that caused the July 2 Strix Halo GPU thermal incident
- The value flows through:
config → agent.max_tokens → transport build_kwargs → API max_tokens - Even though the server now has
-n 8192hard cap (set by Abiba), the client cap is the first line of defense - Apply to BOTH main config AND all sub-agent profiles
- For agents needing longer outputs: raise to 8192, but never omit
Rule 7: Auxiliary Model Consistency
- All auxiliary services (vision, web_extract, compression) MUST use the same model:
model: gemma-4-12bbase_url: http://192.168.68.116/v1api_key_env: LITELLM_API_KEY
- Do NOT use
syslog-autofor auxiliary tasks — it routes to the primary 35B reasoning GPU - gemma-4-12b is a lightweight 12B model on the RTX 5070, keeping the Strix Halo free for reasoning
- The
compression:block'smodelMUST matchauxiliary: compression: model— they are two different configs for the same service
Rule 8: Compression Threshold for 256K Models
- For 262K context window:
threshold: 0.65(fires at ~170K tokens) - Do NOT use
threshold: 0.25— this fires at 65K, causing premature context loss - Do NOT use
threshold: 0.80— this delays until 209K, risking the gateway hygiene layer max_context_window: 262144MUST match the model's actual capacity- See
devops-hermes-compressionskill for full reference
Rule 9: Default Model Must Be syslog-auto (All Agents)
- Hermes agents:
model.default: syslog-auto,custom_providers[0].model: syslog-auto - pi agents:
defaultModel: syslog-autoinsettings.json, first model inmodels.json syslog-autois the LiteLLM routing model — it load-balances between ornith-1.0-35b and qwen3.6-27B-code, with gemma-4-12b as fallback. Using it protects against:- Model name typos that cause 403 errors and silent worker failures
- Single GPU downtime (routing falls back automatically)
- Key/model authorization mismatches
- Exception: Sub-agent profiles (Mumuni's 6 profiles) may specify explicit models for specialized tasks, but MUST validate those models exist in the key's authorized list
Rule 10: Validate Model IDs Before Deployment (pi Agents)
- After configuring a pi agent's
models.json, verify every model ID:curl -s http://192.168.68.116:4000/v1/models \ -H "Authorization: Bearer <AGENT_KEY>" | jq '.data[].id' - All model IDs in
models.jsonMUST appear in the LiteLLM response - The agent's API key may have a SUBSET of the full model catalog — check per-key
- A non-existent model ID causes 403 errors that silently break the pi RPC worker
(no
agent_endemitted, worker stays "busy", Zulip messages pile up unprocessed)
Execution
- Check current config — Read the target agent's config.yaml
- Compare against template — Identify missing or divergent sections
- Apply shared infra — Lock web/MCP/compression sections to template values
- Apply agent key — Set from agent_keys table above
- Set model choice — Per agent's workload
- Verify — curl all shared endpoints, test the model with the new key
- Report — What was changed, preserved, custom