---
license: apache-2.0
base_model: mistralai/Mistral-7B-v0.1
datasets:
- Open-Orca/SlimOrca
- HuggingFaceH4/no_robots
- Intel/orca_dpo_pairs
- rizerphe/glaive-function-calling-v2-zephyr
- codefuse-ai/Evol-instruction-66k
library_name: transformers
pipeline_tag: text-generation
---

# pic_7B_mistral_Full_v0.2
PIC_7B_Mistral (First phase)

This model is a fine-tuned version of [mistralai/Mistral-7B-v0.1](https://huggingface.co/mistralai/Mistral-7B-v0.1)
A curated, decontaminated subset of datasets used have been mentioned in the model card.
All used datasets are public as of the time of release of this model.

Collaborate or Consult me - [Twitter](https://twitter.com/4evaBehindSOTA), [Discord](https://discord.gg/ftEM63pzs2)

*Recommended format is ChatML, Alpaca will work but take care of EOT token*

#### Chat Model Inference


## Model description

First generic model of Project PIC (Partner-in-Crime) in 7B range.
Trying a bunch of things and seeing what sticks right now.

Empathy + Coder + Instruction/json/function adherence is my game.
Finding lots of challenges and insights in this effort, patience is key.
![image/png](https://cdn-uploads.huggingface.co/production/uploads/6398bf222da24ee95b51c8d8/Fl-pRCsC_lvnuoP734hsJ.png)

## Intended uses & limitations

Should be useful in generic capacity.
Demonstrates little bit of everything.

Basic tests in -
Roleplay: Adherence to character present.
json/function-calling: Passing
Coding: To be evaluated


## Training procedure
SFT + DPO

### Training results
Humaneval and evalplus results to be shared as well.
![image/png](https://cdn-uploads.huggingface.co/production/uploads/6398bf222da24ee95b51c8d8/Ysat2Hi3MInSKSlUrft-i.png)

### Framework versions

- Transformers 4.35.2
- Pytorch 2.0.1
- Datasets 2.15.0
- Tokenizers 0.15.0