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Reflection Llama 3.1 70B F16 by unsloth

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Base model:finetune:meta-llama... Base model:meta-llama/meta-lla...   Conversational   Fp16   Instruct   Llama   Llama-3   Quantized   Region:us   Safetensors   Sharded   Tensorflow   Unsloth
Model Card on HF 🤗: https://huggingface.co/unsloth/Reflection-Llama-3.1-70B-f16 

Reflection Llama 3.1 70B F16 Benchmarks

LLME Score: 0.23494
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 F16 (unsloth/Reflection-Llama-3.1-70B-f16)

Reflection Llama 3.1 70B F16 Parameters and Internals

Model Type 
text generation
Additional Notes 
The model uses special tokens for reasoning and corrections, which can separate thoughts from final answers.
Training Details 
Methodology:
Reflection-Tuning
Input Output 
Input Format:
Llama 3.1 chat format with custom tags for reasoning and final answer.
Accepted Modalities:
text
Output Format:
Text with internal reasoning and corrections tagged.
Performance Tips:
Use a temperature of 0.7, top_p of 0.95, and append 'Think carefully.' for increased accuracy.
LLM NameReflection Llama 3.1 70B F16
Repository 🤗https://huggingface.co/unsloth/Reflection-Llama-3.1-70B-f16 
Base Model(s)  meta-llama/Meta-Llama-3.1-70B-Instruct   meta-llama/Meta-Llama-3.1-70B-Instruct
Model Size70b
Required VRAM141.9 GB
Updated2024-09-08
Maintainerunsloth
Model Typellama
Instruction-BasedYes
Model Files  4.6 GB: 1-of-30   4.7 GB: 2-of-30   5.0 GB: 3-of-30   5.0 GB: 4-of-30   4.7 GB: 5-of-30   4.7 GB: 6-of-30   4.7 GB: 7-of-30   5.0 GB: 8-of-30   5.0 GB: 9-of-30   4.7 GB: 10-of-30   4.7 GB: 11-of-30   4.7 GB: 12-of-30   5.0 GB: 13-of-30   5.0 GB: 14-of-30   4.7 GB: 15-of-30   4.7 GB: 16-of-30   4.7 GB: 17-of-30   5.0 GB: 18-of-30   5.0 GB: 19-of-30   4.7 GB: 20-of-30   4.7 GB: 21-of-30   4.7 GB: 22-of-30   5.0 GB: 23-of-30   5.0 GB: 24-of-30   4.7 GB: 25-of-30   4.7 GB: 26-of-30   4.7 GB: 27-of-30   5.0 GB: 28-of-30   5.0 GB: 29-of-30   2.1 GB: 30-of-30
Quantization Typefp16
Model ArchitectureLlamaForCausalLM
Licensellama3.1
Context Length8192
Model Max Length8192
Transformers Version4.44.2
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|reserved_special_token_250|>
Vocabulary Size128262
Torch Data Typebfloat16

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Rank the Reflection Llama 3.1 70B F16 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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