stamsam/Qwenjamin_Franklin

Qwenjamin Franklin

Qwenjamin Franklin is the dequantized raw MLX export of the same tuned v14 branch used for the 4-bit release.

This repo is for people who want the larger raw MLX artifact from the same local workshop line instead of the compact 4-bit build.

What This Release Is

• Fused dequantized MLX model
• Base lineage: Qwen/Qwen3.5-9B
• Workshop branch lineage: v14 broad-benchmark daily-driver
• Best fit: users who want the raw MLX export rather than the smaller 4-bit package

Base vs This Model

Internal workshop evals. These scores are project-specific and directional, not public leaderboard claims.

Eval	Base Qwen3.5-9B-MLX-4bit	Qwenjamin Franklin
workbench_local_agent_smoke	63/100	72/100
full40	309/400	325/400
json_hard	15/30	30/30
parser_gate	2/3, 1/3, 1/3	3/3, 3/3, 3/3
code_smoke	95/120	95/120
false_smoke	102/110	110/110
tool_schema_canary	50/175	106/175
no_tool_leakage	99/100	100/100

Usage

python -m mlx_lm generate \
  --model stamsam/Qwenjamin_Franklin \
  --prompt "Write one complete TypeScript module and return only code." \
  --max-tokens 512 \
  --temp 0.0

Notes

• This is the larger raw MLX export of the tuned branch.
• For strict JSON or code-only tasks, use explicit output instructions in the prompt.
• Verify important outputs before using them in high-stakes workflows.