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Llama 3 8B Synthia V3.5 by migtissera

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  Autotrain compatible   Conversational   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/migtissera/Llama-3-8B-Synthia-v3.5 

Llama 3 8B Synthia V3.5 Benchmarks

MMLU Pro: 22.56
GPQA: 2.91
MUSR: 9.41
BBH: 27.54
IFEval: 50.7 vs 88 (so35)-42.4%
ARC: 61.52 vs 96.7 (so35)-36.4%
HellaSwag: 80.94 vs 95.3 (gpt4)-15.1%
MMLU: 65.02 vs 88.3 (so35)-26.4%
TruthfulQA: 54.6 vs 59 (gpt4)-7.5%
WinoGrande: 77.82 vs 87.5 (gpt4)-11.1%
GSM8K: 63 vs 96.4 (so35)-34.6%
MATH Lvl 5: 6.57
LLME Score: 0.29331
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 3 8B Synthia V3.5 (migtissera/Llama-3-8B-Synthia-v3.5)

Llama 3 8B Synthia V3.5 Parameters and Internals

Model Type 
text generation, instruction following, long-form conversations
Use Cases 
Primary Use Cases:
Long-form conversations
Limitations:
Possibility of generating inaccurate or misleading results, Potential for inappropriate, biased, or offensive content
Training Details 
Data Sources:
Synthia-v3.5 dataset
Methodology:
Fine-tuning
LLM NameLlama 3 8B Synthia V3.5
Repository 🤗https://huggingface.co/migtissera/Llama-3-8B-Synthia-v3.5 
Model Size8b
Required VRAM16.1 GB
Updated2025-02-22
Maintainermigtissera
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
Model ArchitectureLlamaForCausalLM
Licensellama3
Context Length8192
Model Max Length8192
Transformers Version4.40.0.dev0
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|end_of_text|>
Vocabulary Size128256
Torch Data Typefloat16

Quantized Models of the Llama 3 8B Synthia V3.5

Model
Likes
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VRAM
Llama 3 8B Synthia V3.5 AWQ01105 GB

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Note: green Score (e.g. "73.2") means that the model is better than migtissera/Llama-3-8B-Synthia-v3.5.

Rank the Llama 3 8B Synthia V3.5 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 v20241227
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