---
language:
- en
license: apache-2.0
base_model: Qwen/Qwen2.5-Coder-7B-Instruct
tags:
- synoema
- code-generation
- functional-programming
- qlora
- fine-tuned
datasets:
- custom
pipeline_tag: text-generation
---

# Synoema Coder 7B v6 (0.1.0-alpha.3)

Fine-tuned Qwen/Qwen2.5-Coder-7B-Instruct for Synoema code generation.

## Model Details

| Property | Value |
|----------|-------|
| Base model | Qwen/Qwen2.5-Coder-7B-Instruct |
| Fine-tune method | QLoRA (4-bit, rank 8) |
| Training corpus | v6 (5,907 examples, Alpaca format) |
| Semantic examples | 870 validated |
| Synoema version | 0.1.0-alpha.3 |
| Epochs | 3 |
| Hardware | AMD RX 7900 GRE 16GB (ROCm) |

## Eval Results (semantic suite, 40 tests)

| Metric | Baseline | This model |
|--------|----------|------------|
| syntax_pass | 100% | 100% |
| run_pass | 100% | 100% |
| constructs_pass | 82.5% | 87.5% |

## Naming Convention

synoema-coder-SIZE-vCORPUS-COMPILER

- v6 = corpus version 6 (5037 original + 870 semantic)
- 0.1.0a3 = Synoema compiler 0.1.0-alpha.3