aitorrent/dolphin-2.9.3-qwen2-0.5b-GGUF-torrent
About
This repository provides static quants for the dolphin-2.9.3-qwen2-0.5b model, originally from https://huggingface.co/cognitivecomputations/dolphin-2.9.3-qwen2-0.5b. Additionally, weighted/imatrix quants are available at https://huggingface.co/mradermacher/dolphin-2.9.3-qwen2-0.5b-i1-GGUF.
Usage
For guidance on using GGUF files, please refer to TheBloke's READMEs, which include instructions on concatenating multi-part files.
Provided Quants
The following quants are available, sorted by size (not necessarily quality). IQ-quants are often preferred over similar-sized non-IQ quants.
| Link | Type | Size/GB | Notes |
|---|---|---|---|
| GGUF | Q3_K_S | 0.4 | |
| GGUF | IQ3_S | 0.4 | Beats Q3_K* |
| GGUF | IQ3_XS | 0.4 | |
| GGUF | Q2_K | 0.4 | |
| GGUF | IQ3_M | 0.4 | |
| GGUF | IQ4_XS | 0.5 | |
| GGUF | Q3_K_M | 0.5 | Lower quality |
| GGUF | Q3_K_L | 0.5 | |
| GGUF | Q4_K_S | 0.5 | Fast, recommended |
| GGUF | Q4_K_M | 0.5 | Fast, recommended |
| GGUF | Q5_K_S | 0.5 | |
| GGUF | Q5_K_M | 0.5 | |
| GGUF | Q6_K | 0.6 | Very good quality |
| GGUF | Q8_0 | 0.6 | Fast, best quality |
| GGUF | f16 | 1.1 | 16 bpw, overkill |
Comparison Graph
ikawrakow's graph compares some lower-quality quant types (lower is better):
[image.png]
Additional Insights
Artefact2's thoughts on the matter can be found here: https://gist.github.com/Artefact2/b5f810600771265fc1e39442288e8ec9
Credit: Original description from https://huggingface.co/cognitivecomputations/dolphin-2.9.3-qwen2-0.5b.