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SmolLM 135M Instruct 8bit by mlx-community

 »  All LLMs  »  mlx-community  »  SmolLM 135M Instruct 8bit   URL Share it on

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  8bit   Autotrain compatible   Conversational   En   Endpoints compatible   Instruct   Llama   Mlx   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/mlx-community/SmolLM-135M-Instruct-8bit 

SmolLM 135M Instruct 8bit Benchmarks

LLME Score: 0.20719
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
SmolLM 135M Instruct 8bit (mlx-community/SmolLM-135M-Instruct-8bit)

SmolLM 135M Instruct 8bit Parameters and Internals

LLM NameSmolLM 135M Instruct 8bit
Repository 🤗https://huggingface.co/mlx-community/SmolLM-135M-Instruct-8bit 
Model Size135m
Required VRAM0.1 GB
Updated2025-01-24
Maintainermlx-community
Model Typellama
Instruction-BasedYes
Model Files  0.1 GB
Supported Languagesen
Quantization Type8bit
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length2048
Model Max Length2048
Transformers Version4.42.3
Tokenizer ClassGPT2Tokenizer
Padding Token<|im_end|>
Vocabulary Size49152
Torch Data Typebfloat16

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SmolLM 135M Instruct 4bit2K / 0.1 GB1902
SmolLM 135M Instruct Fp162K / 0.3 GB202
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Reasoning SmolLM2 135M8K / 0.5 GB3969
SmolLM2 135M Instruct8K / 0.3 GB9240
...molLM2 135M Instruct Reasoning8K / 0.3 GB70
SmolLM2 135M Merged8K / 0.3 GB1150
Autotrain 0tmgq 5tpbg8K / 0.3 GB1190
...molLM2 135M Instruct Reasoning8K / 0.3 GB140
SmolLM2 Prompt Enhance8K / 0.5 GB1386
Note: green Score (e.g. "73.2") means that the model is better than mlx-community/SmolLM-135M-Instruct-8bit.

Rank the SmolLM 135M Instruct 8bit Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
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Text Summarization and Feature Extraction  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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