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

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Llama 3 8B Instruct Gradient 1048K 8bit 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: 0.22775
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Llama 3 8B Instruct Gradient 1048K 8bit Parameters and Internals

LLM NameLlama 3 8B Instruct Gradient 1048K 8bit
Repository 🤗https://huggingface.co/mlx-community/Llama-3-8B-Instruct-Gradient-1048k-8bit 
Base Model(s)  ... Instruct Gradient 1048K Agent   AIGym/Llama-3-8B-Instruct-Gradient-1048k-Agent
Model Size8b
Required VRAM8.6 GB
Updated2024-10-18
Maintainermlx-community
Model Typellama
Instruction-BasedYes
Model Files  5.4 GB: 1-of-2   3.2 GB: 2-of-2
Supported Languagesen
Quantization Type8bit
Model ArchitectureLlamaForCausalLM
Licensellama3
Context Length1048576
Model Max Length1048576
Transformers Version4.41.0.dev0
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size128256
Torch Data Typebfloat16
Llama 3 8B Instruct Gradient 1048K 8bit (mlx-community/Llama-3-8B-Instruct-Gradient-1048k-8bit)

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Note: green Score (e.g. "73.2") means that the model is better than mlx-community/Llama-3-8B-Instruct-Gradient-1048k-8bit.

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

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Instruction Following and Task Automation  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803
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