MaziyarPanahi / calme-3.2-instruct-78b

huggingface.co
Total runs: 2.1K
24-hour runs: 40
7-day runs: 647
30-day runs: 1.1K
Model's Last Updated: Janeiro 20 2025
text-generation

Introduction of calme-3.2-instruct-78b

Model Details of calme-3.2-instruct-78b

Calme-3 Models

This is an experimental model, so it might not perform well for some prompts and may be sensitive to hyper parameters. I would appreciate any feedback to see if I can fix any issues in the next iteration. ❤️

MaziyarPanahi/calme-3.2-instruct-78b

This model is an advanced iteration of the powerful Qwen/Qwen2.5-72B , specifically fine-tuned to enhance its capabilities in generic domains. The Qwen2.5-72B base model was merged with itself to create a larger model. After that, the model was fine-tuned on a custom datasets.

⚡ Quantized GGUF

coming soon!

🏆 Open LLM Leaderboard Evaluation Results

Leaderboard 2 coming soon!

Prompt Template

This model uses ChatML prompt template:

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

How to use


# Use a pipeline as a high-level helper

from transformers import pipeline

messages = [
    {"role": "user", "content": "Who are you?"},
]
pipe = pipeline("text-generation", model="MaziyarPanahi/calme-3.2-instruct-78b")
pipe(messages)


# Load model directly

from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("MaziyarPanahi/calme-3.2-instruct-78b")
model = AutoModelForCausalLM.from_pretrained("MaziyarPanahi/calme-3.2-instruct-78b")

Ethical Considerations

As with any large language model, users should be aware of potential biases and limitations. We recommend implementing appropriate safeguards and human oversight when deploying this model in production environments.

Runs of MaziyarPanahi calme-3.2-instruct-78b on huggingface.co

2.1K
Total runs
40
24-hour runs
430
3-day runs
647
7-day runs
1.1K
30-day runs

More Information About calme-3.2-instruct-78b huggingface.co Model

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calme-3.2-instruct-78b install

calme-3.2-instruct-78b is an open source model from GitHub that offers a free installation service, and any user can find calme-3.2-instruct-78b on GitHub to install. At the same time, huggingface.co provides the effect of calme-3.2-instruct-78b install, users can directly use calme-3.2-instruct-78b installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

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MaziyarPanahi
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