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Llama 3 70B Instruct Gradient 1048K 4bit by mlx-community

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  4bit   Conversational   En   Instruct   Llama   Llama-3   Meta   Mlx   Quantized   Region:us   Safetensors   Sharded   Tensorflow

Llama 3 70B Instruct Gradient 1048K 4bit Benchmarks

ARC: 66.81 vs 96.7 (so35)-30.9%
HellaSwag: 85.46 vs 95.3 (gpt4)-10.3%
MMLU: 76.37 vs 88.3 (so35)-13.5%
TruthfulQA: 53.73 vs 59 (gpt4)-8.9%
WinoGrande: 82.64 vs 87.5 (gpt4)-5.6%
GSM8K: 78.85 vs 96.4 (so35)-18.2%
LLME Score: 0.20783
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Llama 3 70B Instruct Gradient 1048K 4bit Parameters and Internals

Model Type 
text generation
Additional Notes 
The model was converted to MLX format using mlx-lm version 0.10.0.
Supported Languages 
en (Full proficiency)
Input Output 
Input Format:
text
Accepted Modalities:
text
Output Format:
text
LLM NameLlama 3 70B Instruct Gradient 1048K 4bit
Repository 🤗https://huggingface.co/mlx-community/Llama-3-70B-Instruct-Gradient-1048k-4bit 
Base Model(s)  ... 3 70B Instruct Gradient 1048K   gradientai/Llama-3-70B-Instruct-Gradient-1048k
Model Size70b
Required VRAM39.7 GB
Updated2024-11-21
Maintainermlx-community
Model Typellama
Instruction-BasedYes
Model Files  5.3 GB: 1-of-8   5.3 GB: 2-of-8   5.3 GB: 3-of-8   5.3 GB: 4-of-8   5.3 GB: 5-of-8   5.3 GB: 6-of-8   5.3 GB: 7-of-8   2.6 GB: 8-of-8
Supported Languagesen
Quantization Type4bit
Model ArchitectureLlamaForCausalLM
Licensellama3
Context Length1048576
Model Max Length1048576
Transformers Version4.41.0.dev0
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size128256
Torch Data Typebfloat16
Llama 3 70B Instruct Gradient 1048K 4bit (mlx-community/Llama-3-70B-Instruct-Gradient-1048k-4bit)

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Note: green Score (e.g. "73.2") means that the model is better than mlx-community/Llama-3-70B-Instruct-Gradient-1048k-4bit.

Rank the Llama 3 70B Instruct Gradient 1048K 4bit Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241110
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