BigYi 15.75B 200K by Joseph717171

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  Merged Model   Arxiv:2311.16502   Arxiv:2401.11944   Arxiv:2403.04652   Autotrain compatible   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow

BigYi 15.75B 200K Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

BigYi 15.75B 200K Parameters and Internals

Model Type 
base, completion
Additional Notes 
Credit for the description goes to ddh0, mergekit, and 01-ai. Inspired by abacusai's bigyi-15b. This is a merge of pre-trained language models created using mergekit.
Training Details 
Methodology:
layer-interleaving
LLM NameBigYi 15.75B 200K
Repository ๐Ÿค—https://huggingface.co/Joseph717171/BigYi-15.75B-200k 
Merged ModelYes
Model Size9b
Required VRAM30.3 GB
Updated2024-11-21
MaintainerJoseph717171
Model Typellama
Model Files  4.0 GB: 1-of-8   4.0 GB: 2-of-8   4.0 GB: 3-of-8   4.0 GB: 4-of-8   4.0 GB: 5-of-8   4.0 GB: 6-of-8   4.0 GB: 7-of-8   2.3 GB: 8-of-8
Model ArchitectureLlamaForCausalLM
Licenseother
Context Length262144
Model Max Length262144
Transformers Version4.40.0.dev0
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size64000
Torch Data Typebfloat16
BigYi 15.75B 200K (Joseph717171/BigYi-15.75B-200k)

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Note: green Score (e.g. "73.2") means that the model is better than Joseph717171/BigYi-15.75B-200k.

Rank the BigYi 15.75B 200K 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