Update README.md

README.md

@@ -1,22 +1,42 @@
 ---
+language:
+- en
+- zh
+license: apache-2.0
+base_model:
+- khtsly/Mini-Coder-v2-noft
+- Qwen/Qwen3.5-9B
+- Qwen/Qwen3.5-9B-Base
 tags:
-- gguf
-- llama.cpp
+- text-generation-inference
+- transformers
 - unsloth
-- vision-language-model
+- qwen
+- qwen3.5
+- reasoning
+- chain-of-thought
+- lora
+- luau
+- roblox
+pipeline_tag: image-text-to-text
+datasets:
+- khtsly/luau-stack-hq
+- khtsly/luau-repo-docs-text
+- Pinkstack/luaucoder-instructions-v3-SFT
 ---
 
-# Mini-Coder-v2-GGUF : GGUF
+# Mini-Coder-v2 (15B)
 
-This model was finetuned and converted to GGUF format using [Unsloth](https://github.com/unslothai/unsloth).
+Mini-Coder-v2 is build on top of upscaled & merged of Qwen3.5-9B + Qwen3.5-9B-Base model with Continual Pretraining (CPT), we feed ~36.63k high-quality curated luau raw codes & docs text to improves the luau coding tasks & knowledges capability.
 
-**Example usage**:
-- For text only LLMs:    `llama-cli -hf khtsly/Mini-Coder-v2-GGUF --jinja`
-- For multimodal models: `llama-mtmd-cli -hf khtsly/Mini-Coder-v2-GGUF --jinja`
+This model present a upscaled of Qwen3.5-9B from only 32 layers to 56 layers for a deeper reasoning capability! This model parameters is 15.07B with Vision, 14.60B without Vision.
 
-## Available Model files:
-- `Mini-Coder-v2.Q6_K.gguf`
-- `Mini-Coder-v2.Q8_0.gguf`
-- `Mini-Coder-v2.BF16-mmproj.gguf`
-This was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth)
-[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)
+# Uploaded finetuned  model
+
+- **Developed by:** khtsly
+- **License:** apache-2.0
+- **Finetuned from model :** khtsly/Mini-Coder-v2-noft
+
+This qwen3_5 model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library.
+
+[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)