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qwen2.5-1.5b-reasoning-GGUF
agentbyumer/qwen2.5-1.5b-reasoning-GGUF
qwen2.5-1.5b-reasoning-GGUF is a machine learning model from agentbyumer. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
GGUF-quantized version of agentbyumer/qwen2.5-1.5b-reasoning, a QLoRA fine-tune of Qwen2.5-1.5B-Instruct trained on a subset of orca-math-word-problems-200k for step-by-step math word problem solving.
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At a glance
- License
- apache-2.0
- Model type
- qwen2
- Access
- Public
- Created
- Sep 14, 2026
- Updated
- Sep 14, 2026
- SHA
- 387bce1e
Base models
Model card
From the Hugging Face model README
Qwen2.5-1.5B-Reasoning — GGUF
GGUF-quantized version of agentbyumer/qwen2.5-1.5b-reasoning, a QLoRA fine-tune of Qwen2.5-1.5B-Instruct trained on a subset of orca-math-word-problems-200k for step-by-step math word problem solving.
Intended for local/CPU inference via llama.cpp, LM Studio, Ollama, or similar
GGUF-compatible runtimes.
For full training details, evaluation notes, and known limitations, see the main model card.
Available Files
| File | Quantization |
|---|---|
Qwen2.5-1.5B-Instruct.Q4_K_M.gguf | Q4_K_M — smaller, faster, lower precision |
Qwen2.5-1.5B-Instruct.Q8_0.gguf | Q8_0 — larger, higher precision |
Usage
llama-cli -hf agentbyumer/qwen2.5-1.5b-reasoning-GGUF --jinja
Training Summary
- Base model: unsloth/Qwen2.5-1.5B-Instruct-bnb-4bit
- Method: QLoRA, 3 epochs, ~8,000-row subset of orca-math-word-problems-200k
- License: apache-2.0
- Informal testing showed no consistent reasoning improvement over the base model on harder multi-step problems — see the main repo's model card for details.
- Type
- qwen2
- License
- apache-2.0
- Languages
- en
- Created
- Sep 14, 2026
- Updated
- Sep 14, 2026