Update README.md

README.md

@@ -1,4 +1,5 @@
 ---
+license: apache-2.0
 library_name: transformers
 tags:
 - 4-bit
@@ -6,10 +7,36 @@ tags:
 - text-generation
 - autotrain_compatible
 - endpoints_compatible
+- finetuned
 pipeline_tag: text-generation
 inference: false
 quantized_by: Suparious
 ---
-# 
+# mistralai/Mistral-7B-Instruct-v0.2 AWQ
 
-**UPLOAD IN PROGRESS**
+- Model creator: [mistralai](https://huggingface.co/mistralai)
+- Original model: [Mistral-7B-Instruct-v0.2](https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.2)
+
+## Model Summary
+
+The Mistral-7B-Instruct-v0.2 Large Language Model (LLM) is an instruct fine-tuned version of the Mistral-7B-v0.2.
+
+Mistral-7B-v0.2 has the following changes compared to Mistral-7B-v0.1
+- 32k context window (vs 8k context in v0.1)
+- Rope-theta = 1e6
+- No Sliding-Window Attention
+
+For full details of this model please read our [paper](https://arxiv.org/abs/2310.06825) and [release blog post](https://mistral.ai/news/la-plateforme/).
+
+## Instruction format
+
+In order to leverage instruction fine-tuning, your prompt should be surrounded by `[INST]` and `[/INST]` tokens. The very first instruction should begin with a begin of sentence id. The next instructions should not. The assistant generation will be ended by the end-of-sentence token id.
+
+E.g.
+```
+text = "<s>[INST] What is your favourite condiment? [/INST]"
+"Well, I'm quite partial to a good squeeze of fresh lemon juice. It adds just the right amount of zesty flavour to whatever I'm cooking up in the kitchen!</s> "
+"[INST] Do you have mayonnaise recipes? [/INST]"
+```
+
+This format is available as a [chat template](https://huggingface.co/docs/transformers/main/chat_templating) via the `apply_chat_template()` method.