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Llama 3 70B Instruct Bnb 4bit by unsloth

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Model Card on HF 🤗: https://huggingface.co/unsloth/llama-3-70b-Instruct-bnb-4bit 

Llama 3 70B Instruct Bnb 4bit Benchmarks

LLME Score: 0.23508
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 3 70B Instruct Bnb 4bit (unsloth/llama-3-70b-Instruct-bnb-4bit)

Llama 3 70B Instruct Bnb 4bit Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
research, commercial applications
Applications:
NLP, text generation
Additional Notes 
The model can be fine-tuned for improving performance and reducing memory usage.
LLM NameLlama 3 70B Instruct Bnb 4bit
Repository 🤗https://huggingface.co/unsloth/llama-3-70b-Instruct-bnb-4bit 
Model Size70b
Required VRAM39.5 GB
Updated2024-12-22
Maintainerunsloth
Model Typellama
Instruction-BasedYes
Model Files  7.0 GB: 1-of-6   6.9 GB: 2-of-6   6.9 GB: 3-of-6   6.9 GB: 4-of-6   7.0 GB: 5-of-6   4.8 GB: 6-of-6
Supported Languagesen
Quantization Type4bit
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length8192
Model Max Length8192
Transformers Version4.44.2
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|reserved_special_token_250|>
Vocabulary Size128256
Torch Data Typebfloat16

Quantized Models of the Llama 3 70B Instruct Bnb 4bit

Model
Likes
Downloads
VRAM
... College Medicine Af Mmlu Good120141 GB
...lama 3 70B Instruct Uncensored1086141 GB
...3 70B Instruct Uncensored Lora3270 GB
Tia 70B RP118141 GB
DAD Model V2 70B Q40542 GB
...3 70B Instruct Uncensored 4bit21539 GB
...truct Mmlu College Medicine En00141 GB

Best Alternatives to Llama 3 70B Instruct Bnb 4bit

Best Alternatives
Context / RAM
Downloads
Likes
...B Instruct Gradient 1048K 8bit1024K / 75 GB155
...B Instruct Gradient 1048K 4bit1024K / 39.7 GB193
...B Instruct Gradient 1048K 2bit1024K / 21.9 GB122
...0B Instruct Gradient 262K 4bit256K / 39.7 GB163
...0B Instruct Gradient 262K 8bit256K / 75 GB82
...0B Instruct Gradient 262K 2bit256K / 21.9 GB161
...t Gradient 262K 4.0bpw H6 EXL2256K / 37.2 GB151
... Gradient 262K 2.25bpw H6 EXL2256K / 22.2 GB80
...t Gradient 262K 2.4bpw H6 EXL2256K / 23.5 GB120
...t Gradient 262K 3.5bpw H6 EXL2256K / 32.9 GB60

Rank the Llama 3 70B Instruct Bnb 4bit 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  
Code Generation  
Multi-Language Support and Translation  

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241217
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