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Meta Llama 3.1 8B Bnb 4bit by unsloth

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  Arxiv:2204.05149   4-bit   4bit   Autotrain compatible Base model:meta-llama/meta-lla... Base model:quantized:meta-llam...   Bitsandbytes   En   Endpoints compatible   Facebook   Llama   Llama-3   Meta   Quantized   Region:us   Safetensors   Unsloth

Meta Llama 3.1 8B Bnb 4bit Benchmarks

LLME Score: 0.35291
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Meta Llama 3.1 8B Bnb 4bit Parameters and Internals

LLM NameMeta Llama 3.1 8B Bnb 4bit
Repository 🤗https://huggingface.co/unsloth/Meta-Llama-3.1-8B-bnb-4bit 
Base Model(s)  meta-llama/Meta-Llama-3.1-8B   meta-llama/Meta-Llama-3.1-8B
Model Size8b
Required VRAM5.7 GB
Updated2024-10-18
Maintainerunsloth
Model Typellama
Model Files  5.7 GB
Supported Languagesen
Quantization Type4bit
Model ArchitectureLlamaForCausalLM
Licensemeta
Context Length131072
Model Max Length131072
Transformers Version4.43.1
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|finetune_right_pad_id|>
Vocabulary Size128256
Torch Data Typebfloat16
Meta Llama 3.1 8B Bnb 4bit (unsloth/Meta-Llama-3.1-8B-bnb-4bit)

Quantized Models of the Meta Llama 3.1 8B Bnb 4bit

Model
Likes
Downloads
VRAM
Fikri 3.1 8B Instruct2174816 GB
FineLlama 3.1 8B8254016 GB
Llama3.1 8B Reflection01816 GB
DatacampLlama 3.1 8B2616 GB

Best Alternatives to Meta Llama 3.1 8B Bnb 4bit

Best Alternatives
Context / RAM
Downloads
Likes
...B Instruct Gradient 1048K 4bit1024K / 4.5 GB32
...B Instruct Gradient 1048K 8bit1024K / 8.6 GB71
...truct Gradient 1048K Bpw6 EXL21024K / 6.7 GB72
...truct Gradient 1048K Bpw5 EXL21024K / 5.8 GB50
Llama 3 8B Instruct 1048K 4bit1024K / 4.5 GB1025
Llama 3 8B Instruct 1048K 8bit1024K / 8.6 GB816
... Gradient 1048K 8.0bpw H8 EXL21024K / 8.6 GB33
...ct Gradient 1048K Bpw2.25 EXL21024K / 3.4 GB111
Llama 3 8B Instruct 262K 2bit256K / 2.5 GB61
...B Instruct 262k V2 EXL2 5.0bpw256K / 5.8 GB61

Rank the Meta Llama 3.1 8B Bnb 4bit Capabilities

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Release v2024072803
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