metadata

language:
  - en
license: apache-2.0
tags:
  - text-generation-inference
  - transformers
  - unsloth
  - llama
  - trl
base_model: unsloth/llama-3-8b-Instruct-bnb-4bit

To Use This Model

STEP 1:

Installs Unsloth, Xformers (Flash Attention) and all other packages! according to your environments and GPU
To install Unsloth on your own computer, follow the installation instructions on our Github page : LINK IS HERE

Now Follow the CODE

from unsloth import FastLanguageModel

  <!-- import torch
  max_seq_length = 2048 # Choose any! We auto support RoPE Scaling internally!
  dtype = None # None for auto detection. Float16 for Tesla T4, V100, Bfloat16 for Ampere+
  load_in_4bit = True # Use 4bit quantization to reduce memory usage. Can be False.
  from transformers import AutoTokenizer
  ```
  model, tokenizer = FastLanguageModel.from_pretrained(
  model_name="DipeshChaudhary/ShareGPTChatBot-Counselchat1",  # Your fine-tuned model
  max_seq_length=max_seq_length,
  dtype=dtype,
  load_in_4bit=load_in_4bit,
  )
  ``` -->
  #We now use the Llama-3 format for conversation style finetunes. We use Open Assistant conversations in ShareGPT style.
  **We use our get_chat_template function to get the correct chat template. They support zephyr, chatml, mistral, llama, alpaca, vicuna, vicuna_old and their own optimized unsloth template**
  from unsloth.chat_templates import get_chat_template
  tokenizer = get_chat_template(
  tokenizer,
  chat_template = "llama-3", # Supports zephyr, chatml, mistral, llama, alpaca, vicuna, vicuna_old, unsloth
  mapping = {"role" : "from", "content" : "value", "user" : "human", "assistant" : "gpt"}, # ShareGPT style
  )
  ```

# Uploaded  model

- **Developed by:** DipeshChaudhary
- **License:** apache-2.0
- **Finetuned from model :** unsloth/llama-3-8b-Instruct-bnb-4bit

This llama 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)