mradermacher/SmolLM2-1.7B-Instruct-GGUF

By mradermacher · ↓ 173 · ♥ 1 · Updated 2024-11-26

What's in this repo

This page lists the files in mradermacher/SmolLM2-1.7B-Instruct-GGUF.

No .onnx files in this repository
15 files, including 13 .gguf, 1 .md
Last updated 2024-11-26

ONNX files

This repository has no .onnx files. See the full file list on the right for other formats.

How to use

These ONNX files can be loaded with ONNX Runtime. To inspect a model graph, upload the file to the Netron viewer. Download links point to the original files on Hugging Face.

README

About

static quants of https://huggingface.co/HuggingFaceTB/SmolLM2-1.7B-Instruct

weighted/imatrix quants are available at https://huggingface.co/mradermacher/SmolLM2-1.7B-Instruct-i1-GGUF

Usage

If you are unsure how to use GGUF files, refer to one of TheBloke's READMEs for more details, including on how to concatenate multi-part files.

Provided Quants

(sorted by size, not necessarily quality. IQ-quants are often preferable over similar sized non-IQ quants)

Link	Type	Size/GB	Notes
GGUF	Q2_K	0.8
GGUF	Q3_K_S	0.9
GGUF	Q3_K_M	1.0	lower quality
GGUF	Q3_K_L	1.0
GGUF	IQ4_XS	1.0
GGUF	Q4_0_4_4	1.1	fast on arm, low quality
GGUF	Q4_K_S	1.1	fast, recommended
GGUF	Q4_K_M	1.2	fast, recommended
GGUF	Q5_K_S	1.3
GGUF	Q5_K_M	1.3
GGUF	Q6_K	1.5	very good quality
GGUF	Q8_0	1.9	fast, best quality
GGUF	f16	3.5	16 bpw, overkill

Here is a handy graph by ikawrakow comparing some lower-quality quant types (lower is better):

And here are Artefact2's thoughts on the matter: https://gist.github.com/Artefact2/b5f810600771265fc1e39442288e8ec9

FAQ / Model Request

See https://huggingface.co/mradermacher/model_requests for some answers to questions you might have and/or if you want some other model quantized.

Thanks

I thank my company, nethype GmbH, for letting me use its servers and providing upgrades to my workstation to enable this work in my free time.

Model info

transformers

transformers gguf safetensors onnx transformers.js en base_model:HuggingFaceTB/SmolLM2-1.7B-Instruct base_model:quantized:HuggingFaceTB/SmolLM2-1.7B-Instruct license:apache-2.0 endpoints_compatible region:us conversational

↓ 173 ♥ 1

Created: 2024-11-16

Updated: 2024-11-26

View on Hugging Face

Files (15)

.gitattributes

README.md

SmolLM2-1.7B-Instruct.IQ4_XS.gguf

SmolLM2-1.7B-Instruct.Q2_K.gguf

SmolLM2-1.7B-Instruct.Q3_K_L.gguf

SmolLM2-1.7B-Instruct.Q3_K_M.gguf

SmolLM2-1.7B-Instruct.Q3_K_S.gguf

SmolLM2-1.7B-Instruct.Q4_0_4_4.gguf

SmolLM2-1.7B-Instruct.Q4_K_M.gguf

SmolLM2-1.7B-Instruct.Q4_K_S.gguf

SmolLM2-1.7B-Instruct.Q5_K_M.gguf

SmolLM2-1.7B-Instruct.Q5_K_S.gguf

SmolLM2-1.7B-Instruct.Q6_K.gguf

SmolLM2-1.7B-Instruct.Q8_0.gguf

SmolLM2-1.7B-Instruct.f16.gguf

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