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0.1.0-beta.1General Synoema code generation from natural language prompts.
| Metric | Value |
|---|---|
| run_pass | 70.2% |
| compile_pass | 67.3% |
| Eval set | 104 examples |
| Method | greedy (do_sample=False) |
| Language version | 0.1.0-beta.1 |
1wget https://huggingface.co/delimitter/synoema-coder-3b-v3/resolve/main/synoema-coder-3b-v3-q4km.gguf
2wget https://huggingface.co/delimitter/synoema-coder-3b-v3/resolve/main/Makefile
3make pull
4make runmake pullsets the system prompt automatically — required for correct behavior.
| Target | Action |
|---|---|
make pull | Create Ollama model + system prompt |
make run | Interactive chat |
make clean | Remove from Ollama |
Write a recursive fibonacci function
Define a map function for lists
Write quicksort with pattern matching
Create a function with requires/ensures contracts| Field | Value |
|---|---|
| Base model | Qwen/Qwen2.5-Coder-3B-Instruct |
| Fine-tuning | QLoRA SFT (LoRA r=32) |
| Size | 1.9 GB Q4_K_M |
| Language version | 0.1.0-beta.1 |
| File | Size | Recommended for |
|---|---|---|
| synoema-coder-3b-v3-Q4_K_M.gguf | 1.8 GB | Most users (CPU/GPU) |
| synoema-coder-3b-v3-Q8_0.gguf | 3.1 GB | High accuracy |
ollama run hf.co/delimitter/synoema-coder-3b-v3:Q4_K_M