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SmolLM2 1.7B by HuggingFaceTB

 »  All LLMs  »  HuggingFaceTB  »  SmolLM2 1.7B   URL Share it on

  87157   
  Arxiv:2502.02737   Autotrain compatible   En   Endpoints compatible   Llama   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/HuggingFaceTB/SmolLM2-1.7B 

SmolLM2 1.7B Benchmarks

MMLU Pro: 12.64
GPQA: 3.91
MUSR: 4.6
BBH: 9.3
IFEval: 24.4 vs 88 (so35)-72.3%
MATH Lvl 5: 2.64
LLME Score: 0.3672
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
SmolLM2 1.7B (HuggingFaceTB/SmolLM2-1.7B)

SmolLM2 1.7B Parameters and Internals

Model Type 
language model
Use Cases 
Areas:
text rewriting, summarization, function calling
Applications:
research, commercial applications
Limitations:
Primarily understands and generates content in English., Generated content may not be factually accurate, logically consistent, or free from biases., Should be used as assistive tools rather than definitive sources of information.
Considerations:
Users should verify important information and critically evaluate any generated content.
Additional Notes 
The instruct version of the model is tuned to support tasks beyond standard language modeling.
Supported Languages 
en (primary)
Training Details 
Data Sources:
FineWeb-Edu, DCLM, The Stack, new mathematics dataset, coding dataset
Data Volume:
11 trillion tokens
Methodology:
Supervised fine-tuning (SFT), Direct Preference Optimization (DPO)
Hardware Used:
256 H100 GPUs
Model Architecture:
Transformer decoder
Input Output 
Accepted Modalities:
text
Performance Tips:
None specified.
LLM NameSmolLM2 1.7B
Repository 🤗https://huggingface.co/HuggingFaceTB/SmolLM2-1.7B 
Model Size1.7b
Required VRAM3.4 GB
Updated2025-02-22
MaintainerHuggingFaceTB
Model Typellama
Model Files  3.4 GB
Supported Languagesen
Context Length8k
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length8192
Model Max Length8192
Transformers Version4.40.1
Tokenizer ClassGPT2Tokenizer
Vocabulary Size49152
Torch Data Typebfloat16

Quantized Models of the SmolLM2 1.7B

Model
Likes
Downloads
VRAM
SmolTulu 1.7B Instruct131943 GB
SmolLM2 1.7B Bnb 4bit32961 GB

Best Alternatives to SmolLM2 1.7B

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SmolLM2 1.7B Instruct8K / 3.4 GB380890549
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...ghts Lite 1.8B Experimental O18K / 3.6 GB2401
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...RM 1 Smollm2 1.7B Lcot PyTorch8K / 3.4 GB750
SmolLM2 Math IIO 1.7B Instruct8K / 3.4 GB1078
Note: green Score (e.g. "73.2") means that the model is better than HuggingFaceTB/SmolLM2-1.7B.

Rank the SmolLM2 1.7B 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 v20241227
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