base_model: Otakadelic/phi-4-abliterated-Orion-18B language:
- eng library_name: transformers license: gpl-3.0 model_creator: Orion-zhen model_name: phi-4-abliterated-Orion-v2 mradermacher: readme_rev: 1 quantized_by: mradermacher tags:
- text Generation
- mergekit
- phi
- bfloat16
- Merged
- 18B
- conversational
- Story
- Abliterated
About
weighted/imatrix quants of https://huggingface.co/Otakadelic/phi-4-abliterated-Orion-18B
For a convenient overview and download list, visit our model page for this model.
static quants are available at https://huggingface.co/mradermacher/phi-4-abliterated-Orion-18B-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 | i1-IQ1_S | 4.1 | for the desperate |
| GGUF | i1-IQ1_M | 4.5 | mostly desperate |
| GGUF | i1-IQ2_XXS | 5.1 | |
| GGUF | i1-IQ2_XS | 5.6 | |
| GGUF | i1-IQ2_S | 5.9 | |
| GGUF | i1-IQ2_M | 6.3 | |
| GGUF | i1-Q2_K_S | 6.4 | very low quality |
| GGUF | i1-Q2_K | 6.9 | IQ3_XXS probably better |
| GGUF | i1-IQ3_XXS | 7.3 | lower quality |
| GGUF | i1-IQ3_XS | 7.8 | |
| GGUF | i1-IQ3_S | 8.1 | beats Q3_K* |
| GGUF | i1-Q3_K_S | 8.1 | IQ3_XS probably better |
| GGUF | i1-IQ3_M | 8.6 | |
| GGUF | i1-Q3_K_M | 9.1 | IQ3_S probably better |
| GGUF | i1-Q3_K_L | 9.9 | IQ3_M probably better |
| GGUF | i1-IQ4_XS | 9.9 | |
| GGUF | i1-IQ4_NL | 10.4 | prefer IQ4_XS |
| GGUF | i1-Q4_0 | 10.4 | fast, low quality |
| GGUF | i1-Q4_K_S | 10.5 | optimal size/speed/quality |
| GGUF | i1-Q4_K_M | 11.2 | fast, recommended |
| GGUF | i1-Q4_1 | 11.5 | |
| GGUF | i1-Q5_K_S | 12.6 | |
| GGUF | i1-Q5_K_M | 13.2 | |
| GGUF | i1-Q6_K | 14.9 | practically like static Q6_K |
Here is a handy graph by ikawrakow comparing some lower-quality quant types (lower is better):
image.png
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. Additional thanks to @nicoboss for giving me access to his private supercomputer, enabling me to provide many more imatrix quants, at much higher quality, than I would otherwise be able to.