SmolLM2 135M

Open WeightModel weights are publicly available — can be downloaded and self-hosted

Released October 20248K context≈ 6,144 words0.1B params

SmolLM2 135M is the smallest member of HuggingFace's SmolLM2 family — a model that fits in your pocket but still handles basic text tasks. At 135 million parameters, it trades capability depth for extreme efficiency, making it responsive on very constrained hardware like microcontrollers or edge devices. Expect simple completions and short-form text generation; complex reasoning or long context is outside its comfort zone.

Capabilities

Capability scores are AI-generated based on model documentation, benchmarks, and technical specifications. Learn more

Long Context

Basic

Creative Writing

SmolLM2 135M

Open WeightModel weights are publicly available — can be downloaded and self-hosted

Released October 20248K context≈ 6,144 words0.1B params

SmolLM2 135M is the smallest member of HuggingFace's SmolLM2 family — a model that fits in your pocket but still handles basic text tasks. At 135 million parameters, it trades capability depth for extreme efficiency, making it responsive on very constrained hardware like microcontrollers or edge devices. Expect simple completions and short-form text generation; complex reasoning or long context is outside its comfort zone.

Capabilities

Capability scores are AI-generated based on model documentation, benchmarks, and technical specifications. Learn more

Long Context

Basic

Creative Writing

Glossary

Complex ReasoningThe ability to work through multi-step problems, analyze nuanced information, and draw logical conclusions.ParametersThe learned numerical values in a model — more parameters generally means more capacity but higher compute cost.ReasoningThe model's ability to work through multi-step logical problems and provide justified answers rather than just pattern-matching.Text GenerationThe process of an AI model creating new text one word or token at a time based on patterns it learned during training.

SmolLM2 135M

Capabilities

SmolLM2 135M

Capabilities

Benchmark Scores

Use Case Fit

Glossary