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Pruned Yi 3B Prerelease Ckpt01 by pruned-yi

 »  All LLMs  »  pruned-yi  »  Pruned Yi 3B Prerelease Ckpt01   URL Share it on

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  Merged Model   Autotrain compatible   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/pruned-yi/pruned-yi-3b-prerelease-ckpt01 

Pruned Yi 3B Prerelease Ckpt01 Benchmarks

ARC: 24.4 vs 96.7 (so35)-74.8%
HellaSwag: 31.6 vs 95.3 (gpt4)-66.8%
MMLU: 25.18 vs 88.3 (so35)-71.5%
TruthfulQA: 46.05 vs 59 (gpt4)-21.9%
WinoGrande: 51.14 vs 87.5 (gpt4)-41.6%
GSM8K: 0.08 vs 96.4 (so35)-99.9%
LLME Score: 0.20524
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Pruned Yi 3B Prerelease Ckpt01 (pruned-yi/pruned-yi-3b-prerelease-ckpt01)
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Pruned Yi 3B Prerelease Ckpt01 Parameters and Internals

LLM NamePruned Yi 3B Prerelease Ckpt01
Repository 🤗https://huggingface.co/pruned-yi/pruned-yi-3b-prerelease-ckpt01 
Merged ModelYes
Model Size3b
Required VRAM6.5 GB
Updated2024-08-13
Maintainerpruned-yi
Model Typellama
Model Files  4.9 GB: 1-of-2   1.6 GB: 2-of-2
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length16384
Model Max Length16384
Transformers Version4.40.2
Tokenizer ClassLlamaTokenizer
Padding Token<|endoftext|>
Vocabulary Size64000
Torch Data Typebfloat16

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Llama 3.2 3B Instruct128K / 6.5 GB42213275
Llama 3.2 3B RP Toxic Fuse128K / 6.4 GB42
Note: green Score (e.g. "73.2") means that the model is better than pruned-yi/pruned-yi-3b-prerelease-ckpt01.

Rank the Pruned Yi 3B Prerelease Ckpt01 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 v20241124
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