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Llama3 4x8b PythonT2 Step Final by kalo-team

 »  All LLMs  »  kalo-team  »  Llama3 4x8b PythonT2 Step Final   URL Share it on

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  Arxiv:2303.01610   Autotrain compatible   Code   Conversational   En   Endpoints compatible   Mixtral   Moe   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/kalo-team/llama3-4x8b-pythonT2_step_final 

Llama3 4x8b PythonT2 Step Final Benchmarks

LLME Score: 0.18902
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama3 4x8b PythonT2 Step Final (kalo-team/llama3-4x8b-pythonT2_step_final)

Llama3 4x8b PythonT2 Step Final Parameters and Internals

Model Type 
distilled, sparse MoE
Use Cases 
Areas:
research, experimentation
Limitations:
limited data can lead to catastrophic forgetting
Additional Notes 
Initial evaluation shows mild catastrophic forgetting due to data limitation.
Supported Languages 
language (en), proficiency (high)
Training Details 
Data Sources:
Python instruct data
Data Volume:
~2.5 million tokens
Methodology:
KL divergence distillation, Sparse MoE, Mixtral-style
Context Length:
8000
Model Architecture:
Sparse MoE with duplicated 8b expert MLP layers from Llama3 8b
LLM NameLlama3 4x8b PythonT2 Step Final
Repository 🤗https://huggingface.co/kalo-team/llama3-4x8b-pythonT2_step_final 
Model Size24.9b
Required VRAM50.1 GB
Updated2025-02-22
Maintainerkalo-team
Model Typemixtral
Model Files  4.9 GB: 1-of-11   5.0 GB: 2-of-11   4.9 GB: 3-of-11   5.0 GB: 4-of-11   5.0 GB: 5-of-11   4.9 GB: 6-of-11   5.0 GB: 7-of-11   5.0 GB: 8-of-11   4.9 GB: 9-of-11   4.4 GB: 10-of-11   1.1 GB: 11-of-11
Supported Languagesen
Model ArchitectureMixtralForCausalLM
Licensellama3
Context Length8192
Model Max Length8192
Transformers Version4.38.2
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|begin_of_text|>
Vocabulary Size128256
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than kalo-team/llama3-4x8b-pythonT2_step_final.

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Release v20241227
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