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Meta Llama 3 8B Instruct AQLM 2Bit 1x16 by ISTA-DASLab

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  Arxiv:2401.06118   2bit   Aqlm   Autotrain compatible   Conversational   Endpoints compatible   Facebook   Instruct   Llama   Llama-3   Meta   Quantized   Region:us   Safetensors

Meta Llama 3 8B Instruct AQLM 2Bit 1x16 Benchmarks

LLME Score: 0.21635
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 8B Instruct AQLM 2Bit 1x16 Parameters and Internals

LLM NameMeta Llama 3 8B Instruct AQLM 2Bit 1x16
Repository 🤗https://huggingface.co/ISTA-DASLab/Meta-Llama-3-8B-Instruct-AQLM-2Bit-1x16 
Model Size8b
Required VRAM4.1 GB
Updated2024-10-18
MaintainerISTA-DASLab
Model Typellama
Instruction-BasedYes
Model Files  4.1 GB
Quantization Type2bit
Model ArchitectureLlamaForCausalLM
Context Length8192
Model Max Length8192
Transformers Version4.40.0.dev0
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size128256
Torch Data Typefloat16
Meta Llama 3 8B Instruct AQLM 2Bit 1x16 (ISTA-DASLab/Meta-Llama-3-8B-Instruct-AQLM-2Bit-1x16)

Best Alternatives to Meta Llama 3 8B Instruct AQLM 2Bit 1x16

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Context / RAM
Downloads
Likes
...B Instruct Gradient 1048K 4bit1024K / 4.5 GB32
...B Instruct Gradient 1048K 8bit1024K / 8.6 GB71
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...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
Note: green Score (e.g. "73.2") means that the model is better than ISTA-DASLab/Meta-Llama-3-8B-Instruct-AQLM-2Bit-1x16.

Rank the Meta Llama 3 8B Instruct AQLM 2Bit 1x16 Capabilities

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Instruction Following and Task Automation  
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Release v2024072803
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