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Qwen3-4B-toolcall
wesjos/Qwen3-4B-toolcall
Qwen3-4B-toolcall is a text generation model from wesjos. 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.
- Finetine on Model：unsloth/Qwen3-4B-unsloth-bnb-4bit - Dataset: interstellarninja/tool-calls-single-reasoning, mlabonne/FineTome-100k, unsloth/OpenMathReasoning-mini
All-time downloads
677
Public
Parameters
4B
72.4 GB on disk
Likes
2
Public
Repo makeup
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.safetensors16.1 GB · 100%
At a glance
- Task
- Text Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- qwen3
- Access
- Public
- Created
- Jul 28, 2025
- Updated
- Oct 11, 2026
- SHA
- 4a4716ab
Try a prompt
Base models
Model card
From the Hugging Face model README
Model information
- Finetine on Model：unsloth/Qwen3-4B-unsloth-bnb-4bit
- Dataset: interstellarninja/tool-calls-single-reasoning, mlabonne/FineTome-100k, unsloth/OpenMathReasoning-mini
Eval
- some improvements are made after finetuning
- gpqa: 0.24 --> 0.333
- gsm8k: 0.5 --> 0.68
- tool_bench: 0.1667 --> 0.3182
Before finetuning (unsloth/Qwen3-4B-unsloth-bnb-4bit)
| Model | Dataset | Metric | Subset | Num | Score | Cat.0 |
|---|---|---|---|---|---|---|
| qwen | gpqa | AveragePass@1 | gpqa_extended | 50 | 0.24 | default |
| qwen | gpqa | AveragePass@1 | gpqa_main | 50 | 0.26 | default |
| qwen | gpqa | AveragePass@1 | gpqa_diamond | 50 | 0.22 | default |
| qwen | gpqa | AveragePass@1 | OVERALL | 150 | 0.24 | - |
| qwen | gsm8k | AverageAccuracy | main | 50 | 0.50 | default |
| qwen | tool_bench | Act.EM | in_domain | 42 | 0.1667 | default |
| qwen | tool_bench | Act.EM | out_of_domain | 48 | 0.1667 | default |
| qwen | tool_bench | Act.EM | OVERALL | 90 | 0.1667 | - |
After finetuning (This model)
| Model | Dataset | Metric | Subset | Num | Score | Cat.0 |
|---|---|---|---|---|---|---|
| model | gpqa | AveragePass@1 | gpqa_extended | 50 | 0.26 | default |
| model | gpqa | AveragePass@1 | gpqa_main | 50 | 0.36 | default |
| model | gpqa | AveragePass@1 | gpqa_diamond | 50 | 0.38 | default |
| model | gpqa | AveragePass@1 | OVERALL | 150 | 0.3333 | - |
| model | gsm8k | AverageAccuracy | main | 50 | 0.68 | default |
| model | tool_bench | Act.EM | in_domain | 41 | 0.3171 | default |
| model | tool_bench | Act.EM | out_of_domain | 47 | 0.3191 | default |
| model | tool_bench | Act.EM | OVERALL | 88 | 0.3182 | - |
Qwen/Qwen3-4B model
| Model | Dataset | Metric | Subset | Num | Score | Cat.0 |
|---|---|---|---|---|---|---|
| model | gpqa | AveragePass@1 | gpqa_extended | 50 | 0.32 | default |
| model | gpqa | AveragePass@1 | gpqa_main | 50 | 0.22 | default |
| model | gpqa | AveragePass@1 | gpqa_diamond | 50 | 0.18 | default |
| model | gpqa | AveragePass@1 | OVERALL | 150 | 0.24 | - |
| model | gsm8k | AverageAccuracy | main | 50 | 0.48 | default |
| model | tool_bench | Act.EM | in_domain | 43 | 0.1628 | default |
| model | tool_bench | Act.EM | out_of_domain | 47 | 0.1702 | default |
| model | tool_bench | Act.EM | OVERALL | 90 | 0.1667 | - |
- Task
- Text Generation
- Library
- transformers
- Type
- qwen3
- License
- apache-2.0
- Languages
- en
- Created
- Jul 28, 2025
- Updated
- Oct 11, 2026