Osmosis-Structure-0.6B-GGUF

second-state/Osmosis-Structure-0.6B-GGUF

Osmosis-Structure-0.6B-GGUF is a machine learning model from second-state. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.

<div style="width: auto; margin-left: auto; margin-right: auto" <img src="https://github.com/LlamaEdge/LlamaEdge/raw/dev/assets/logo.svg" style="width: 100%; min-width: 400px; display: block; margin: auto;" </div <hr…

Downloads · 30 days

196

2% of all-time downloads

All-time downloads

9.4K

Public

Repo size

6.1 GB

Likes

Public

Hugging Face

Repo makeup

Click a slice to open those files.

.gguf6.1 GB · 100%

At a glance

License: apache-2.0
Model type: qwen3
Access: Public
Created: May 30, 2025
Updated: May 30, 2025
SHA: 66d9774e

Base models

osmosis-ai/Osmosis-Structure-0.6B

Model card

From the Hugging Face model README

<div style="width: auto; margin-left: auto; margin-right: auto"> <img src="https://github.com/LlamaEdge/LlamaEdge/raw/dev/assets/logo.svg" style="width: 100%; min-width: 400px; display: block; margin: auto;"> </div> <hr style="margin-top: 1.0em; margin-bottom: 1.0em;">

Osmosis-Structure-0.6B-GGUF

Original Model

osmosis-ai/Osmosis-Structure-0.6B

Run with LlamaEdge

LlamaEdge version: v0.21.0 and above

Prompt template

Prompt type: chatml

<|im_start|>system
{system_message}<|im_end|>
<|im_start|>user
{prompt}<|im_end|>
<|im_start|>assistant

Context size: 128000

Run as LlamaEdge service

wasmedge --dir .:. --nn-preload default:GGML:AUTO:Osmosis-Structure-0.6B-Q5_K_M.gguf \
  llama-api-server.wasm \
  --prompt-template chatml \
  --model-name Osmosis-Structure-0.6B \
  --ctx-size 128000

Quantized GGUF Models

Name	Quant method	Bits	Size	Use case
Osmosis-Structure-0.6B-Q2_K.gguf	Q2_K	2	296 MB	smallest, significant quality loss - not recommended for most purposes
Osmosis-Structure-0.6B-Q3_K_L.gguf	Q3_K_L	3	368 MB	small, substantial quality loss
Osmosis-Structure-0.6B-Q3_K_M.gguf	Q3_K_M	3	347 MB	very small, high quality loss
Osmosis-Structure-0.6B-Q3_K_S.gguf	Q3_K_S	3	323 MB	very small, high quality loss
Osmosis-Structure-0.6B-Q4_0.gguf	Q4_0	4	382 MB	legacy; small, very high quality loss - prefer using Q3_K_M
Osmosis-Structure-0.6B-Q4_K_M.gguf	Q4_K_M	4	397 MB	medium, balanced quality - recommended
Osmosis-Structure-0.6B-Q4_K_S.gguf	Q4_K_S	4	383 MB	small, greater quality loss
Osmosis-Structure-0.6B-Q5_0.gguf	Q5_0	5	437 MB	legacy; medium, balanced quality - prefer using Q4_K_M
Osmosis-Structure-0.6B-Q5_K_M.gguf	Q5_K_M	5	444 MB	large, very low quality loss - recommended
Osmosis-Structure-0.6B-Q5_K_S.gguf	Q5_K_S	5	437 MB	large, low quality loss - recommended
Osmosis-Structure-0.6B-Q6_K.gguf	Q6_K	6	495 MB	very large, extremely low quality loss
Osmosis-Structure-0.6B-Q8_0.gguf	Q8_0	8	639 MB	very large, extremely low quality loss - not recommended
Osmosis-Structure-0.6B-f16.gguf	f16	16	1.20 GB

Quantized with llama.cpp b5501

Type: qwen3
License: apache-2.0
Created: May 30, 2025
Updated: May 30, 2025