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Reflection Llama 3.1 70B Bnb 4bit by unsloth

 »  All LLMs  »  unsloth  »  Reflection Llama 3.1 70B Bnb 4bit   URL Share it on

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  4-bit   4bit Base model:mattshumer/ref 70 e... Base model:quantized:mattshume...   Bitsandbytes   Conversational   Llama   Llama-3   Quantized   Region:us   Safetensors   Sharded   Tensorflow   Unsloth
Model Card on HF 🤗: https://huggingface.co/unsloth/Reflection-Llama-3.1-70B-bnb-4bit 

Reflection Llama 3.1 70B Bnb 4bit Benchmarks

LLME Score: 0.25339
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Reflection Llama 3.1 70B Bnb 4bit (unsloth/Reflection-Llama-3.1-70B-bnb-4bit)

Reflection Llama 3.1 70B Bnb 4bit Parameters and Internals

Model Type 
text-generation
Additional Notes 
Model trained using 'Reflection-Tuning' that enables it to detect and correct mistakes in reasoning.
Training Details 
Methodology:
Reflection-Tuning
Input Output 
Performance Tips:
Recommend a temperature of .7 and a top_p of .95. Append 'Think carefully.' for increased accuracy.
LLM NameReflection Llama 3.1 70B Bnb 4bit
Repository 🤗https://huggingface.co/unsloth/Reflection-Llama-3.1-70B-bnb-4bit 
Base Model(s)  Ref 70 E3   mattshumer/ref_70_e3
Model Size70b
Required VRAM39.7 GB
Updated2024-12-22
Maintainerunsloth
Model Typellama
Model Files  5.0 GB: 1-of-8   5.0 GB: 2-of-8   5.0 GB: 3-of-8   4.9 GB: 4-of-8   5.0 GB: 5-of-8   5.0 GB: 6-of-8   5.0 GB: 7-of-8   4.8 GB: 8-of-8
Quantization Type4bit
Model ArchitectureLlamaForCausalLM
Licensellama3.1
Context Length131072
Model Max Length131072
Transformers Version4.44.2
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|finetune_right_pad_id|>
Vocabulary Size128262
Torch Data Typebfloat16

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Rank the Reflection Llama 3.1 70B 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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Release v20241217
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