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Model: slenk/codewraith-merged-8b
Source: Original Platform

README.md

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+---
+library_name: transformers
+pipeline_tag: text-generation
+tags:
+  - codewraith
+  - code-specification
+  - llama
+  - lora
+  - merged
+base_model: unsloth/Llama-3.1-8B-Instruct
+license: mit
+---
+
+# CodeWraith Merged 8B (v8b)
+
+Merged Llama 3.1 8B Instruct model fine-tuned for generating technical specifications from Python source code.
+
+## Usage
+
+```python
+from transformers import AutoModelForCausalLM, AutoTokenizer
+
+model = AutoModelForCausalLM.from_pretrained("slenk/codewraith-merged-8b")
+tokenizer = AutoTokenizer.from_pretrained("slenk/codewraith-merged-8b")
+```
+
+## Training
+
+- **Base model:** unsloth/Llama-3.1-8B-Instruct
+- **Method:** LoRA fine-tuning (r=16), merged into base weights
+- **Dataset:** 197 training pairs (r=32, dropout=0.05) generated by Qwen2.5-Coder-14B-AWQ via vLLM
+- **Evaluation:** 0.98 structural score on 34 held-out examples (24/34 perfect)
+- **Training loss:** 0.11
+
+## Project
+
+Part of [CodeWraith](https://github.com/derekslenk/flexion-codewraith) -- a teacher-student architecture for automated Python module specification generation.