đ LongWriter-Zero-32B Quantized Model
This project provides quantized versions of the LongWriter-Zero-32B model, offering various quantization options for different usage scenarios.
đ Quick Start
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.
⨠Features
- Multi - language Support: Supports both English and Chinese.
- Reinforcement Learning: Incorporates reinforcement learning techniques for better performance.
- Long Context Handling: Capable of handling long - context writing tasks.
đĻ Information
Property |
Details |
Base Model |
THU - KEG/LongWriter - Zero - 32B |
Datasets |
THU - KEG/LongWriter - Zero - RLData |
Languages |
English, Chinese |
Library Name |
transformers |
License |
apache - 2.0 |
Quantized By |
mradermacher |
Tags |
reinforcement - learning, writing, Long Context |
đ Documentation
About
The weighted/imatrix quants of https://huggingface.co/THU-KEG/LongWriter-Zero-32B. Static quants are available at https://huggingface.co/mradermacher/LongWriter-Zero-32B-GGUF.
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 |
7.4 |
for the desperate |
GGUF |
i1 - IQ1_M |
8.0 |
mostly desperate |
GGUF |
i1 - IQ2_XXS |
9.1 |
|
GGUF |
i1 - IQ2_XS |
10.1 |
|
GGUF |
i1 - IQ2_S |
10.5 |
|
GGUF |
i1 - IQ2_M |
11.4 |
|
GGUF |
i1 - Q2_K_S |
11.6 |
very low quality |
GGUF |
i1 - Q2_K |
12.4 |
IQ3_XXS probably better |
GGUF |
i1 - IQ3_XXS |
12.9 |
lower quality |
GGUF |
i1 - IQ3_XS |
13.8 |
|
GGUF |
i1 - Q3_K_S |
14.5 |
IQ3_XS probably better |
GGUF |
i1 - IQ3_S |
14.5 |
beats Q3_K* |
GGUF |
i1 - IQ3_M |
14.9 |
|
GGUF |
i1 - Q3_K_M |
16.0 |
IQ3_S probably better |
GGUF |
i1 - Q3_K_L |
17.3 |
IQ3_M probably better |
GGUF |
i1 - IQ4_XS |
17.8 |
|
GGUF |
i1 - Q4_0 |
18.8 |
fast, low quality |
GGUF |
i1 - Q4_K_S |
18.9 |
optimal size/speed/quality |
GGUF |
i1 - Q4_K_M |
20.0 |
fast, recommended |
GGUF |
i1 - Q4_1 |
20.7 |
|
GGUF |
i1 - Q5_K_S |
22.7 |
|
GGUF |
i1 - Q5_K_M |
23.4 |
|
GGUF |
i1 - Q6_K |
27.0 |
practically like static Q6_K |
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.
đ License
This project is licensed under the apache - 2.0 license.
đ 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.