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SmolLM 360M by HuggingFaceTB

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  Autotrain compatible Dataset:huggingfacetb/smollm-c...   En   Endpoints compatible   Llama   Onnx   Region:us   Safetensors

SmolLM 360M Benchmarks

MMLU Pro: 1.85
GPQA: 1.9
MUSR: 2.9
BBH: 2.08
IFEval: 19.52 vs 88 (so35)-77.8%
LLME Score: 0.32296
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

SmolLM 360M Parameters and Internals

LLM NameSmolLM 360M
Repository 🤗https://huggingface.co/HuggingFaceTB/SmolLM-360M 
Model Size360m
Required VRAM1.4 GB
Updated2024-11-07
MaintainerHuggingFaceTB
Model Typellama
Model Files  1.4 GB
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length2048
Model Max Length2048
Transformers Version4.41.2
Tokenizer ClassGPT2Tokenizer
Vocabulary Size49152
Torch Data Typebfloat16
SmolLM 360M (HuggingFaceTB/SmolLM-360M)

Quantized Models of the SmolLM 360M

Model
Likes
Downloads
VRAM
...60M No Robots Lora Merged Fp160440 GB

Best Alternatives to SmolLM 360M

Best Alternatives
Context / RAM
Downloads
Likes
SmolLM2 360M Instruct8K / 0.7 GB596439
SmolLM2 360M8K / 0.7 GB171319
SmolLM2 360M8K / 0.7 GB2700
SmolLM 360M Instruct2K / 0.7 GB2175975
SmolLM 360M Instruct2K / 0.7 GB7302
Llama 360M Finaltest0.3K / 1.3 GB2000
...60M No Robots Lora Merged Fp1632K / 0.8 GB440
SmolLM2 360M Instruct Bnb 4bit8K / 0.3 GB1420
SmolLM 360M Instruct 8bit2K / 0.4 GB152
Note: green Score (e.g. "73.2") means that the model is better than HuggingFaceTB/SmolLM-360M.

Rank the SmolLM 360M 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 v2024072803
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