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bash2nl-qwen2.5-coder-3b-GGUF
C-H-Liu/bash2nl-qwen2.5-coder-3b-GGUF
bash2nl-qwen2.5-coder-3b-GGUF is a text generation model from C-H-Liu. Use it when you need the model to write or continue text. The card lists the license as other.
Explains a Bash command line in exactly one English sentence, phrased as an instruction starting with a verb. QLoRA fine-tune of Qwen/Qwen2.5-Coder-3B-Instruct, merged and quantized to q4KM.
All-time downloads
250
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Repo size
1.9 GB
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1
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.gguf1.9 GB · 100%
At a glance
- Task
- Text Generation
- License
- other
- Access
- Public
- Created
- Sep 18, 2026
- Updated
- Sep 18, 2026
- SHA
- 679c392a
Try a prompt
Base models
Model card
From the Hugging Face model README
bash2nl — Qwen2.5-Coder-3B QLoRA, GGUF q4_K_M
Explains a Bash command line in exactly one English sentence, phrased as an instruction starting with a verb. QLoRA fine-tune of Qwen/Qwen2.5-Coder-3B-Instruct, merged and quantized to q4_K_M.
find . -name "*.py"
-> Find all *.py files/directories under current directory
Usage
hf download C-H-Liu/bash2nl-qwen2.5-coder-3b-GGUF --local-dir bash2nl-3b
cd bash2nl-3b && ollama create bash2nl-3b -f Modelfile
ollama run bash2nl-3b 'ps -ef | grep nginx | awk "{print \$2}" | xargs kill -9'
The Modelfile pins the system prompt and this decoding:
| option | value |
|---|---|
temperature | 0.0 |
top_k | 1 |
top_p | 1.0 |
repeat_penalty | 1.0 |
num_predict | 96 |
num_ctx | 4096 |
| stop | `< |
Evaluation
920 held-out commands Judge columns are claude-sonnet-5 scoring a fixed 200-command subset.
| metric | 3B base | 3B qlora f16 | 3B qlora q4_K_M, no examples | this model | 7B qlora q4_K_M |
|---|---|---|---|---|---|
| BLEU | 13.49 | 32.04 | 32.04 | 32.30 | 33.49 |
| chrF | 43.12 | 50.85 | 50.81 | 50.39 | 52.21 |
| ROUGE-L | 37.58 | 51.91 | 51.37 | 51.19 | 53.24 |
| judge acceptable+ | 0.785 | 0.890 | 0.825 | 0.875 | 0.890 |
| judge wrong | 0.215 | 0.110 | 0.175 | 0.125 | 0.110 |
| avg words | 18.5 | 11.8 | 11.9 | 11.9 | 12.4 |
License
Apache-2.0, matching the base model, whose weights this GGUF contains. Training data comes from the nl2bash project; consult it for the terms attached to that corpus.
- Task
- Text Generation
- License
- other
- Languages
- en
- Created
- Sep 18, 2026
- Updated
- Sep 18, 2026