Llama3 Merge by dustinwloring1988

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  4bit   Autotrain compatible Base model:unsloth/llama-3-8b-...   En   Endpoints compatible   License:apache-2.0   Llama   Pytorch   Quantized   Region:us   Sft   Sharded   Trl   Unsloth

Llama3 Merge Benchmarks

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Llama3 Merge Parameters and Internals

LLM NameLlama3 Merge
Repository ๐Ÿค—https://huggingface.co/dustinwloring1988/llama3-merge 
Base Model(s)  Llama 3 8B Bnb 4bit   unsloth/llama-3-8b-bnb-4bit
Model Size8b
Required VRAM16.1 GB
Updated2024-07-21
Maintainerdustinwloring1988
Model Typellama
Model Files  5.0 GB: 1-of-4   5.0 GB: 2-of-4   4.9 GB: 3-of-4   1.2 GB: 4-of-4
Supported Languagesen
Quantization Type4bit
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length8192
Model Max Length8192
Transformers Version4.42.4
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|reserved_special_token_250|>
Vocabulary Size128256
Torch Data Typefloat16
Llama3 Merge (dustinwloring1988/llama3-merge)

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...truct Gradient 1048K Bpw5 EXL21024K / 5.8 GB50
Llama 3 8B Instruct 1048K 4bit1024K / 4.5 GB1225
Llama 3 8B Instruct 1048K 8bit1024K / 8.6 GB2017
... Gradient 1048K 8.0bpw H8 EXL21024K / 8.6 GB83
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...B Instruct 262k V2 EXL2 6.0bpw256K / 6.7 GB1001
Llama 3 8B Instruct 262K 2bit256K / 2.5 GB41

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
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Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124