mirror of
https://github.com/allaunthefox/Research-Stack.git
synced 2026-07-30 18:56:16 +00:00
feat(agent): Gemma4-12B as primary model, free and local
Gemma4-12B is now the primary model for all questions: - Endpoint: http://127.0.0.1:8081/v1 - Model ID: gemma4-12b - Speed: ~40 tokens/sec - Cost: free (local) Escalation: Gemma4-12B → DeepSeek V4 Pro → Claude Opus → GPT-5.5 → all 8
This commit is contained in:
parent
a7c7e3a51c
commit
ba226a28d9
1 changed files with 16 additions and 5 deletions
|
|
@ -5,7 +5,7 @@
|
|||
**DO NOT USE THIS SKILL UNLESS ALL OF THE FOLLOWING ARE TRUE:**
|
||||
|
||||
1. The user has no solution — they do not know the answer
|
||||
2. All free models have been tried and failed
|
||||
2. All free models have been tried and failed (including local Gemma4-12B)
|
||||
3. All cheap models (< $0.50/call) have been tried and failed
|
||||
4. The problem is genuinely novel (not a rehash of known issues)
|
||||
5. The problem is blocking progress (not a nice-to-have)
|
||||
|
|
@ -16,11 +16,21 @@ If the problem is solvable by switching models, just switch models.
|
|||
If the problem is solvable by reading docs, just read docs.
|
||||
If the problem is solvable by asking the user, just ask the user.
|
||||
If a free model can solve it, use the free model.
|
||||
If the local Gemma4-12B can solve it, use Gemma4-12B.
|
||||
|
||||
**This skill is the last resort before giving up.**
|
||||
|
||||
---
|
||||
|
||||
## Primary Model
|
||||
|
||||
**Gemma4-12B** (local, free, fast) — use this first for all questions.
|
||||
- Endpoint: `http://127.0.0.1:8081/v1`
|
||||
- Model ID: `gemma4-12b`
|
||||
- API key: `none` (any dummy string)
|
||||
- Speed: ~40 tokens/sec generation
|
||||
- Strengths: mathematical reasoning, code, Lean 4 proofs
|
||||
|
||||
## Trigger
|
||||
|
||||
`break glass: <problem statement>`
|
||||
|
|
@ -44,10 +54,11 @@ Each model is a dual quaternion (real = compressive, dual = anti-compressive).
|
|||
|
||||
## Escalation
|
||||
|
||||
1. **DeepSeek V4 Pro** — try first ($0.27/$1.10)
|
||||
2. **Claude Opus** — if DeepSeek stuck ($15/$75)
|
||||
3. **GPT-5.5** — if Opus stuck ($10/$30)
|
||||
4. **All 8 models** — hard wall ($5-10 total)
|
||||
1. **Gemma4-12B** (local, free) — try first
|
||||
2. **DeepSeek V4 Pro** — if Gemma stuck ($0.27/$1.10)
|
||||
3. **Claude Opus** — if DeepSeek stuck ($15/$75)
|
||||
4. **GPT-5.5** — if Opus stuck ($10/$30)
|
||||
5. **All 8 models** — hard wall ($5-10 total)
|
||||
|
||||
## Files
|
||||
|
||||
|
|
|
|||
Loading…
Add table
Reference in a new issue