SmolLM2-1.7B-Instruct-AWQ-INT4
INT4 weight-only quantization of HuggingFaceTB/SmolLM2-1.7B-Instruct.
HuggingFace SmolLM2 1.7B-Instruct in INT4. About 1 GB on disk. Runs on a 4 GB consumer GPU.
| Property | Value |
|---|---|
| Base model | HuggingFaceTB/SmolLM2-1.7B-Instruct |
| Quantization | INT4 weight-only |
| Approx. on-disk size | ~1.0 GB |
| License | Apache License, Version 2.0 |
| Languages | English |
Load (vLLM)
vllm serve drawais/SmolLM2-1.7B-Instruct-AWQ-INT4 \
--max-model-len 32768 \
--gpu-memory-utilization 0.94
from vllm import LLM, SamplingParams
llm = LLM(model="drawais/SmolLM2-1.7B-Instruct-AWQ-INT4", max_model_len=32768)
print(llm.generate(["Hello!"], SamplingParams(max_tokens=128))[0].outputs[0].text)
Footprint
~1.0 GB on disk. Recommended VRAM: enough headroom for KV cache.
License & attribution
This artifact is a derivative work of HuggingFaceTB/SmolLM2-1.7B-Instruct,
released by its original authors under the Apache License, Version 2.0.
This artifact is distributed under the same license. The full license text is
included in LICENSE, and required attribution is in NOTICE.
License text: https://www.apache.org/licenses/LICENSE-2.0 Source model: https://huggingface.co/HuggingFaceTB/SmolLM2-1.7B-Instruct