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jc-builds/SmolLM2-135M-Instruct-Q4_K_M-GGUF

sourceHugging Faceapache-2.0updated 9mo agoView on Hugging Face

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Model Card

SmolLM2-135M-Instruct Q4KM GGUF

This is a Q4_K_M quantized GGUF conversion of HuggingFaceTB/SmolLM2-135M-Instruct optimized for on-device inference with llama.cpp.

Model Details

Property	Value
Original Model	SmolLM2-135M-Instruct
Parameters	135 million
Quantization	Q4KM (4-bit, medium quality)
File Size	~101 MB
Context Window	8,192 tokens
Architecture	LLaMA-style transformer
Training Data	2 trillion tokens

Intended Use

This model is optimized for:

—Mobile/Edge Deployment: Runs on ANY iOS device, even the oldest
—llama.cpp Integration: Compatible with llama.cpp and its bindings
—On-Device AI: Private, offline inference without cloud dependencies

Capabilities

—Ultra-Tiny: Smallest model available, instant responses
—Works Everywhere: Runs on any device with minimal resources
—Basic Q&A: Good for simple chat and quick interactions
—Minimal Battery Usage: Extremely efficient
—Trained on 2T Tokens: Impressive capability for its tiny size

Usage with llama.cpp

bash

./llama-cli -m SmolLM2-135M-Instruct.Q4_K_M.gguf -p "Your prompt here" -n 512

License

This model inherits the Apache 2.0 license from the original SmolLM2 model.

Attribution

—Original Model: SmolLM2-135M-Instruct by Hugging Face
—Quantization: jc-builds