Calme 2.3 Llama3 70b

🚀 MaziyarPanahi/calme-2.3-llama3-70b

This model is a fine - tuned (DPO) version of the meta - llama/Meta - Llama - 3 - 70B - Instruct model, designed for text generation tasks.

🚀 Quick Start

You can use this model by specifying MaziyarPanahi/calme-2.3-llama3-70b as the model name in Hugging Face's transformers library. Here is a Python code example:

from transformers import AutoModelForCausalLM, AutoTokenizer, TextStreamer
from transformers import pipeline
import torch

model_id = "MaziyarPanahi/calme-2.3-llama3-70b"

model = AutoModelForCausalLM.from_pretrained(
    model_id,
    torch_dtype=torch.bfloat16,
    device_map="auto",
    trust_remote_code=True,
    # attn_implementation="flash_attention_2"
)

tokenizer = AutoTokenizer.from_pretrained(
    model_id,
    trust_remote_code=True
)

streamer = TextStreamer(tokenizer)

pipeline = pipeline(
    "text-generation",
    model=model,
    tokenizer=tokenizer,
    model_kwargs={"torch_dtype": torch.bfloat16},
    streamer=streamer
)

# Then you can use the pipeline to generate text.

messages = [
    {"role": "system", "content": "You are a pirate chatbot who always responds in pirate speak!"},
    {"role": "user", "content": "Who are you?"},
]

prompt = tokenizer.apply_chat_template(
    messages,
    tokenize=False,
    add_generation_prompt=True
)

terminators = [
    tokenizer.eos_token_id,
    tokenizer.convert_tokens_to_ids("<|im_end|>"),
    tokenizer.convert_tokens_to_ids("<|eot_id|>") # safer to have this too
]

outputs = pipeline(
    prompt,
    max_new_tokens=2048,
    eos_token_id=terminators,
    do_sample=True,
    temperature=0.6,
    top_p=0.95,
)
print(outputs[0]["generated_text"][len(prompt):])

✨ Features

• Fine - Tuned Model: It is a fine - tuned (DPO) version of the meta - llama/Meta - Llama - 3 - 70B - Instruct model.
• Quantized GGUF Available: All GGUF models are accessible at MaziyarPanahi/calme-2.3-llama3-70b-GGUF.
• ChatML Prompt Template: Utilizes the ChatML prompt template for text generation.

📚 Documentation

🏆 Open LLM Leaderboard Evaluation Results

Detailed results can be found here

Top 10 models on the Leaderboard

Prompt Template

This model uses the ChatML prompt template:

<|im_start|>system
{System}
<|im_end|>
<|im_start|>user
{User}
<|im_end|>
<|im_start|>assistant
{Assistant}

📄 License

The model is under the llama3 license. You can find more details at LICENSE.

Model Information