Create README.md

README.md

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+---
+base_model:
+- Qwen/Qwen3-4B-Instruct
+pipeline_tag: text-classification
+tags:
+- code
+- coding
+- instruct
+---
+
+
+Trilogix1/Hugston_code-rl-Qwen3-4B-Instruct-2507-SFT-30b pipeline_tag: text-generation tags:
+# Qwen3 Instruct
+# Coder 4B
+# Hugston
+
+---
+
+# Original weights at: https://huggingface.co/code-rl/Qwen3-4B-Instruct-2507-SFT-30b
+
+This model is converted and quantized version by Hugston Team created with Quanta (see Github to know more about it). 
+This is a real, proof-of-concept and implementation on how to convert and quantize a .safetensor llm model in GGUF.
+
+
+![Screenshot 2025-11-21 114116](https://cdn-uploads.huggingface.co/production/uploads/6818be9259cb758d06603579/ItMDaQUHwGElmuyXQyjPH.png)
+
+
+
+Quantization was performed using an automatic and faster method, which leads to less time and faster results. 
+
+This model was made possible by: https://Hugston.com
+
+You can use the model with HugstonOne Enterprise Edition
+
+
+
+
+Tested in general and coding tasks. Loaded with 262000 tokens ctx and feed with 150kb code as input, and gave back 230kb code output or ~ 60000 tokens at once.
+The code had 5 errors and certainly is not a 0-shot in long coding. It is working with 2-3 tries, 
+which makes it very impressive for it´s size and considering being an instruct model. 
+
+![Screenshot 2025-11-26 145749](https://cdn-uploads.huggingface.co/production/uploads/6818be9259cb758d06603579/AhDx7m4T2srdsXOLqiazy.png)
+
+---
+
+Watch HugstonOne coding and preview in action: 
+---
+https://vimeo.com/1121493834?share=copy&fl=sv&fe=ci
+Usage
+---
+-Download App HugstonOne at Hugston.com or at https://github.com/Mainframework
+---
+-Download model from https://hugston.com/explore?folder=llm_models or Huggingface
+---
+-If you already have the Llm Model downloaded chose it by clicking pick model in HugstonOne -Then click Load model in Cli or Server
+
+---
+
+-For multimodal use you need a VL/multimodal LLM model with the Mmproj file in the same folder. -Select model and select mmproj.
+
+---
+
+-Note: if the mmproj is inside the same folder with other models non multimodal, the non model will not load unless the mmproj is moved from folder.