What are the hardware requirements for SmolLM 360M?

SmolLM 360M requires approximately 1.4 GB of VRAM and supports a context window of 2K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed SmolLM 360M and how large is it?

SmolLM 360M is developed by HuggingFaceTB, a model with 360m parameters. The model is published as open weights on Hugging Face and indexed on LLM Explorer with full benchmark history.

Where can I download or evaluate SmolLM 360M?

SmolLM 360M is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

SmolLM 360M by HuggingFaceTB — VRAM 1.4GB, 2K context

Name: SmolLM 360M
Author: HuggingFaceTB

SmolLM 360M is an open-source language model by HuggingFaceTB. Features: 360m LLM, VRAM: 1.4GB, Context: 2K, License: apache-2.0, LLM Explorer Score: 0.21.

Dataset:huggingfacetb/smollm-c... Deploy:azure En Endpoints compatible Eval-results Llama Onnx Region:us Safetensors

Model Card on HF 🤗: https://huggingface.co/HuggingFaceTB/SmolLM-360M

SmolLM 360M Benchmarks

LLME Score: 0.20696

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

What is the LLM Explorer Rank (Score)

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SmolLM 360M Parameters and Internals

LLM Name	SmolLM 360M
Repository 🤗	https://huggingface.co/HuggingFaceTB/SmolLM-360M
Model Size	360m
Required VRAM	1.4 GB
Updated	2026-06-06
Maintainer	HuggingFaceTB
Model Type	llama
Model Files	1.4 GB
Supported Languages	en
Model Architecture	LlamaForCausalLM
License	apache-2.0
Context Length	2048
Model Max Length	2048
Transformers Version	4.41.2
Tokenizer Class	GPT2Tokenizer
Vocabulary Size	49152
Torch Data Type	bfloat16

Quantized Models of the SmolLM 360M

Model	Likes	Downloads	VRAM
...60M No Robots Lora Merged Fp16	0	44	0 GB

Best Alternatives to SmolLM 360M

Best Alternatives	Context / RAM	Downloads	Likes
Smol Lm2 360 Instruct	8K / 0.7 GB	55	3
Smollm2 360M Text2sql Sft	8K / 1.4 GB	1067	0
SmolLM2 360M Instruct	8K / 0.7 GB	292056	188
Nuevamol 360M Init	8K / 0.7 GB	63	0
Nuevamol 360M 6Btok Wd5	8K / 0.6 GB	24	0
SmolLM2 360M	8K / 0.7 GB	60613	104
Smollm3 720prms	8K / 0.7 GB	74	0
Auto Completer 0.1	8K / 1.4 GB	6	1
ProseFlow V1 360M Instruct	8K / 0.7 GB	2	1
TwinSmolLM2 360M	8K / 0.7 GB	5	0

Note: green Score (e.g. "73.2") means that the model is better than HuggingFaceTB/SmolLM-360M.

Rank the SmolLM 360M 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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Release v20260328a

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SmolLM 360M by HuggingFaceTB