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Llama 3 70B Instruct Gradient 1048K 2bit by mlx-community

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Llama 3 70B Instruct Gradient 1048K 2bit Benchmarks

LLME Score: 0.21687
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 2bit Parameters and Internals

LLM NameLlama 3 70B Instruct Gradient 1048K 2bit
Repository 🤗https://huggingface.co/mlx-community/Llama-3-70B-Instruct-Gradient-1048k-2bit 
Base Model(s)  ... 3 70B Instruct Gradient 1048K   gradientai/Llama-3-70B-Instruct-Gradient-1048k
Model Size70b
Required VRAM21.9 GB
Updated2024-09-07
Maintainermlx-community
Model Typellama
Instruction-BasedYes
Model Files  5.3 GB: 1-of-5   5.3 GB: 2-of-5   5.3 GB: 3-of-5   5.3 GB: 4-of-5   0.7 GB: 5-of-5
Supported Languagesen
Quantization Type2bit
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 2bit (mlx-community/Llama-3-70B-Instruct-Gradient-1048k-2bit)

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...B Instruct Gradient 1048K 8bit1024K / 75 GB45
...B Instruct Gradient 1048K 4bit1024K / 39.7 GB33
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...0B Instruct Gradient 262K 8bit256K / 75 GB32
...0B Instruct Gradient 262K 2bit256K / 21.9 GB31
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...t Gradient 262K 4.0bpw H6 EXL2256K / 37.2 GB41
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...t Gradient 262K 3.5bpw H6 EXL2256K / 32.9 GB50
Reflection 70B Bnb 4bit128K / 39.7 GB859
Note: green Score (e.g. "73.2") means that the model is better than mlx-community/Llama-3-70B-Instruct-Gradient-1048k-2bit.

Rank the Llama 3 70B Instruct Gradient 1048K 2bit Capabilities

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Release v2024072803
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