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Ablation Model Fineweb V1 by HuggingFaceFW

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  1109   
  Arxiv:1910.09700   Autotrain compatible   Endpoints compatible   Llama   Region:us   Safetensors

Ablation Model Fineweb V1 Benchmarks

ARC: 35.41 vs 96.7 (so35)-63.4%
HellaSwag: 66.31 vs 95.3 (gpt4)-30.4%
MMLU: 25.66 vs 88.3 (so35)-70.9%
TruthfulQA: 30.18 vs 59 (gpt4)-48.8%
WinoGrande: 61.48 vs 87.5 (gpt4)-29.7%
GSM8K: 1.52 vs 96.4 (so35)-98.4%
LLME Score: 0.26269
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Ablation Model Fineweb V1 Parameters and Internals

LLM NameAblation Model Fineweb V1
Repository 🤗https://huggingface.co/HuggingFaceFW/ablation-model-fineweb-v1 
Model Size1.7b
Required VRAM3.4 GB
Updated2024-11-21
MaintainerHuggingFaceFW
Model Typellama
Model Files  3.4 GB
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length2048
Model Max Length2048
Transformers Version4.38.2
Tokenizer ClassGPT2Tokenizer
Vocabulary Size50272
Torch Data Typebfloat16
Ablation Model Fineweb V1 (HuggingFaceFW/ablation-model-fineweb-v1)

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Note: green Score (e.g. "73.2") means that the model is better than HuggingFaceFW/ablation-model-fineweb-v1.

Rank the Ablation Model Fineweb V1 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 v20241110
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