Update README.md

README.md

@@ -7,16 +7,30 @@ tags:
 - transformers
 - unsloth
 - mistral
-- gguf
-base_model: mistral-community/Mistral-7B-v0.2
+- trl
+- sft
+base_model: unsloth/mistral-7b-v0.2-bnb-4bit
+datasets:
+- visheratin/realworldqa
 ---
+# Mistral-RealworldQA-v0.2-7b SFT GGUF
 
-# Uploaded  model
+<img src="https://i.imgur.com/Pf53ms5.jpeg" width="400"/>
+
+
+An experiment with the goal of reducing halucinations in [VQA](https://huggingface.co/tasks/visual-question-answering)
+First in of a series of projects centering around fine-tuning for image captioning.
+
+Release Notes:
+* v0.1 - Initial Release
+* v0.2 (Current)- Updating base model to official Mistral-7b fp16 release, refinements to dataset and instruction formating
+
+
+Mistral-7b-02 base model was fine-tuned using the [RealWorldQA dataset](https://huggingface.co/datasets/visheratin/realworldqa), originally provided by the X.Ai Team here: https://x.ai/blog/grok-1.5v
 
 - **Developed by:** InferenceIllusionist
 - **License:** apache-2.0
 - **Finetuned from model :** mistral-community/Mistral-7B-v0.2
 
-This mistral 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)