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Cosmo 1B by HuggingFaceTB

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  Autotrain compatible Dataset:huggingfacetb/cosmoped...   En   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow

Cosmo 1B Benchmarks

ARC: 38.57 vs 96.7 (so35)-60.1%
HellaSwag: 55.08 vs 95.3 (gpt4)-42.2%
MMLU: 26.5 vs 88.3 (so35)-70%
TruthfulQA: 38.26 vs 59 (gpt4)-35.2%
WinoGrande: 55.33 vs 87.5 (gpt4)-36.8%
GSM8K: 5.38 vs 96.4 (so35)-94.4%
LLME Score: 0.26686
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Cosmo 1B Parameters and Internals

LLM NameCosmo 1B
Repository 🤗https://huggingface.co/HuggingFaceTB/cosmo-1b 
Model Size1b
Required VRAM7 GB
Updated2024-10-22
MaintainerHuggingFaceTB
Model Typellama
Model Files  5.0 GB: 1-of-2   2.0 GB: 2-of-2
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length2048
Model Max Length2048
Transformers Version4.37.2
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
Torch Data Typebfloat16
Cosmo 1B (HuggingFaceTB/cosmo-1b)

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Note: green Score (e.g. "73.2") means that the model is better than HuggingFaceTB/cosmo-1b.

Rank the Cosmo 1B Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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 v2024072803
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