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Llama 3 8B Instruct Gradient 1048K 4bit by mlx-community

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  4bit   Conversational   En   Instruct   Llama   Llama-3   Meta   Mlx   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/mlx-community/Llama-3-8B-Instruct-Gradient-1048k-4bit 

Llama 3 8B Instruct Gradient 1048K 4bit Benchmarks

ARC: 54.44 vs 96.7 (so35)-43.7%
HellaSwag: 76.77 vs 95.3 (gpt4)-19.4%
MMLU: 61.92 vs 88.3 (so35)-29.9%
TruthfulQA: 49.26 vs 59 (gpt4)-16.5%
WinoGrande: 72.3 vs 87.5 (gpt4)-17.4%
GSM8K: 44.35 vs 96.4 (so35)-54%
LLME Score: 0.20234
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Sponsored by Nebius

Llama 3 8B 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 8B Instruct Gradient 1048K 4bit
Repository 🤗https://huggingface.co/mlx-community/Llama-3-8B-Instruct-Gradient-1048k-4bit 
Base Model(s)  ... Instruct Gradient 1048K Agent   AIGym/Llama-3-8B-Instruct-Gradient-1048k-Agent
Model Size8b
Required VRAM4.5 GB
Updated2025-03-02
Maintainermlx-community
Model Typellama
Instruction-BasedYes
Model Files  4.5 GB
Supported Languagesen
Quantization Type4bit
Model ArchitectureLlamaForCausalLM
Licensellama3
Context Length1048576
Model Max Length1048576
Transformers Version4.41.0.dev0
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size128256
Torch Data Typebfloat16

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Rank the Llama 3 8B Instruct Gradient 1048K 4bit Capabilities

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Instruction Following and Task Automation  
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Factuality and Completeness of Knowledge  
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Censorship and Alignment  
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Data Analysis and Insight Generation  
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Text Generation  
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Text Summarization and Feature Extraction  
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Code Generation  
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Multi-Language Support and Translation  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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