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Model: g023/qwen3-tiny-v2-finetuned
Source: Original Platform

README.md

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+---
+license: apache-2.0
+language:
+  - en
+base_model: g023/qwen3-tiny-v2
+tags:
+  - qwen3
+  - gguf
+  - q8_0
+  - finetuned
+  - grpo
+  - lora-merged
+  - text-generation
+pipeline_tag: text-generation
+library_name: llama.cpp
+quantized_by: g023
+---
+
+# Qwen3-g023-tiny-v2-FT-Q8_0 - GRPO Finetuned Q8_0 GGUF Export
+
+https://huggingface.co/g023/qwen3-tiny-v2-finetuned/
+
+Q8_0 GGUF export of a GRPO finetuned Qwen3 model to achieve improved reasoning and reduced repetition. 
+Original SRC Model: https://huggingface.co/g023/qwen3-tiny-v2
+
+*THIS IS A WIP (WORK IN PROGRESS)* 
+
+## Files
+
+- `Qwen3-g023-tiny-v2-FT-Q8_0.gguf`: Q8_0 GGUF model (~1.81 GB)
+- `Modelfile`: Ollama template + tested default sampling settings
+- `params_best.json`: Best sampled parameters from automated sweep
+- `sweep_results.json`: Full sweep results and per-test outcomes
+
+## Tested Best Parameters (Default in Modelfile)
+
+- `temperature`: 0.65
+- `top_p`: 0.9
+- `top_k`: 20
+- `min_p`: 0.0
+- `repeat_penalty`: 1.05
+- `presence_penalty`: 0.1
+- `frequency_penalty`: 0.1
+- `num_ctx`: 40000
+
+## Usage (Ollama)
+
+```bash
+ollama create qwen3-g023-tiny-v2-FT-Q8_0 -f Modelfile
+ollama run qwen3-g023-tiny-v2-FT-Q8_0
+
+# thinking on
+ollama run qwen3-g023-tiny-v2-FT-Q8_0 --think "Explain why the sky is blue"
+
+# thinking off
+ollama run qwen3-g023-tiny-v2-FT-Q8_0 --think=false "Explain why the sky is blue"
+```
+
+### or pull from huggingface directly to ollama:
+
+```bash
+ollama run hf.co/g023/qwen3-tiny-v2-finetuned:Q8_0
+``` 
+
+## Notes
+
+- Template is the Qwen3-compatible template with think/no_think handling.
+- If you want stricter non-thinking behavior, compare alternatives in `sweep_results.json`.