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Llama 3 8B Instruct Bnb 4bit by unsloth

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Llama 3 8B Instruct Bnb 4bit Benchmarks

MMLU Pro: 19.98
GPQA: 2.68
MUSR: 5.49
BBH: 19.08
IFEval: 54.55 vs 88 (so35)-38%
MATH Lvl 5: 3.55
LLME Score: 0.35322
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 Bnb 4bit Parameters and Internals

LLM NameLlama 3 8B Instruct Bnb 4bit
Repository 🤗https://huggingface.co/unsloth/llama-3-8b-Instruct-bnb-4bit 
Model Size8b
Required VRAM5.7 GB
Updated2024-11-21
Maintainerunsloth
Model Typellama
Instruction-BasedYes
Model Files  5.7 GB
Supported Languagesen
Quantization Type4bit
Model ArchitectureLlamaForCausalLM
Licensellama3
Context Length8192
Model Max Length8192
Transformers Version4.44.2
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|reserved_special_token_250|>
Vocabulary Size128256
Torch Data Typebfloat16
Llama 3 8B Instruct Bnb 4bit (unsloth/llama-3-8b-Instruct-bnb-4bit)

Quantized Models of the Llama 3 8B Instruct Bnb 4bit

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Downloads
VRAM
Llama 3 8B Instruct Coder5277916 GB
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...3 Project Management Assistant1200 GB
Llama 3 Petro Instruct V11816 GB
Llamared74b0175 GB
... 8B Instruct Matter 0.1 Slim A21616 GB
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Best Alternatives to Llama 3 8B Instruct Bnb 4bit

Best Alternatives
Context / RAM
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...B Instruct Gradient 1048K 8bit1024K / 8.6 GB121
...B Instruct Gradient 1048K 4bit1024K / 4.5 GB62
...truct Gradient 1048K Bpw6 EXL21024K / 6.7 GB102
...truct Gradient 1048K Bpw5 EXL21024K / 5.8 GB50
Llama 3 8B Instruct 1048K 4bit1024K / 4.5 GB925
Llama 3 8B Instruct 1048K 8bit1024K / 8.6 GB1316
... Gradient 1048K 8.0bpw H8 EXL21024K / 8.6 GB53
...ct Gradient 1048K Bpw2.25 EXL21024K / 3.4 GB71
...B Instruct 262k V2 EXL2 6.0bpw256K / 6.7 GB991
Llama 3 8B Instruct 262K 2bit256K / 2.5 GB101

Rank the Llama 3 8B Instruct Bnb 4bit 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 v20241110
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