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Meta Llama 3 120B Instruct 3.0bpw H6 EXL2 by LoneStriker

 »  All LLMs  »  LoneStriker  »  Meta Llama 3 120B Instruct 3.0bpw H6 EXL2   URL Share it on

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  Merged Model   3-bit   Autotrain compatible Base model:meta-llama/meta-lla... Base model:quantized:meta-llam...   Conversational   Endpoints compatible   Exl2   Instruct   Llama   Quantized   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/LoneStriker/Meta-Llama-3-120B-Instruct-3.0bpw-h6-exl2 

Meta Llama 3 120B Instruct 3.0bpw H6 EXL2 Benchmarks

LLME Score: 0.18363
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 120B Instruct 3.0bpw H6 EXL2 (LoneStriker/Meta-Llama-3-120B-Instruct-3.0bpw-h6-exl2)

Meta Llama 3 120B Instruct 3.0bpw H6 EXL2 Parameters and Internals

LLM NameMeta Llama 3 120B Instruct 3.0bpw H6 EXL2
Repository 🤗https://huggingface.co/LoneStriker/Meta-Llama-3-120B-Instruct-3.0bpw-h6-exl2 
Base Model(s)  Meta Llama 3 70B Instruct   Meta Llama 3 70B Instruct   Meta Llama 3 70B Instruct   Meta Llama 3 70B Instruct   Meta Llama 3 70B Instruct   Meta Llama 3 70B Instruct   Meta Llama 3 70B Instruct   meta-llama/Meta-Llama-3-70B-Instruct   meta-llama/Meta-Llama-3-70B-Instruct   meta-llama/Meta-Llama-3-70B-Instruct   meta-llama/Meta-Llama-3-70B-Instruct   meta-llama/Meta-Llama-3-70B-Instruct   meta-llama/Meta-Llama-3-70B-Instruct   meta-llama/Meta-Llama-3-70B-Instruct
Merged ModelYes
Model Size70b
Required VRAM47.9 GB
Updated2025-02-22
MaintainerLoneStriker
Model Typellama
Instruction-BasedYes
Model Files  8.5 GB: 1-of-6   8.6 GB: 2-of-6   8.5 GB: 3-of-6   8.6 GB: 4-of-6   8.5 GB: 5-of-6   5.2 GB: 6-of-6
Quantization Typeexl2
Model ArchitectureLlamaForCausalLM
Licenseother
Context Length8192
Model Max Length8192
Transformers Version4.40.1
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size128256
Torch Data Typefloat16

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...B Instruct Gradient 1048K 8bit1024K / 75 GB75
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... Gradient 262K 2.25bpw H6 EXL2256K / 22.2 GB50
...t Gradient 262K 4.0bpw H6 EXL2256K / 37.2 GB81
...t Gradient 262K 3.5bpw H6 EXL2256K / 32.9 GB70
...t Gradient 262K 2.4bpw H6 EXL2256K / 23.5 GB60
Note: green Score (e.g. "73.2") means that the model is better than LoneStriker/Meta-Llama-3-120B-Instruct-3.0bpw-h6-exl2.

Rank the Meta Llama 3 120B Instruct 3.0bpw H6 EXL2 Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
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Multi-Language Support and Translation  

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Release v20241227
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