Downloads · 30 days
258
26% of all-time downloads
nl2sh-qwen25-coder-1.5b-tpu
barbarabhb/nl2sh-qwen25-coder-1.5b-tpu
nl2sh-qwen25-coder-1.5b-tpu is a text generation model from barbarabhb. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as apache-2.0.
Natural-language - shell command model: LoRA fine-tune of Qwen/Qwen2.5-Coder-1.5B-Instruct trained on nl2sh-v3f (228k pairs) on a Kaggle TPU v3-8 with a hand-rolled PyTorch/XLA loop (micro-batch 8 x grad-accum 4, seq…
All-time downloads
999
Public
Parameters
1.5B
11.7 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.gguf7.4 GB · 63%
At a glance
- Task
- Text Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- qwen2
- Access
- Public
- Created
- Aug 24, 2026
- Updated
- Aug 24, 2026
- SHA
- 0f08e81e
Try a prompt
Base models
Model card
From the Hugging Face model README
nl2sh-qwen25-coder-1.5b (TPU build)
Natural-language -> shell command model: LoRA fine-tune of
Qwen/Qwen2.5-Coder-1.5B-Instruct
trained on nl2sh-v3f (228k pairs) on a Kaggle TPU v3-8 with a hand-rolled
PyTorch/XLA loop (micro-batch 8 x grad-accum 4, seq 224, assistant-only loss,
lr 2e-4 cosine, 1 epoch / 7130 optimizer steps).
Benchmarks (InterCode-ALFA, 300 tasks, temp 0)
| variant | size | pass rate |
|---|---|---|
| Q4_K_M | 0.99 GB | 0.6367 |
| Q5_K_M | 1.13 GB | 0.6233 |
| Q6_K | 1.27 GB | 0.6200 |
| IQ4_XS | 0.90 GB | 0.5967 |
| upstream ThorOdinson246/nl2sh-1.5b-Q4_K_M | — | 0.620 |
sibling 120k-pool build (barbarabhb/nl2sh-qwen25-coder-1.5b-GGUF, Q4_K_M) | 0.99 GB | 0.6567 |
Robustness note: answers bare greetings with plain echo hello
(no network-touching commands), addressing whatisit-nl2sh issue #10.
Files
| file | use |
|---|---|
model.safetensors (+ config/tokenizer) | merged fp16 model |
qcoder-tpu-q4_k_m.gguf / qcoder-tpu-q6_k.gguf / qcoder-tpu-f16.gguf | llama.cpp quants |
lora-adapter/final_adapter.safetensors | raw LoRA delta |
Chat template as base; serve with --jinja --temp 0.
- Task
- Text Generation
- Library
- transformers
- Type
- qwen2
- License
- apache-2.0
- Created
- Aug 24, 2026
- Updated
- Aug 24, 2026