đ LiberalMind_v1.5 Quantized Model
This project provides quantized versions of the LiberalMind_v1.5 model, offering various quantization types and sizes for different usage scenarios.
đ Quick Start
Refer to TheBloke's READMEs for detailed instructions on using GGUF files, including how to concatenate multi - part files.
⨠Features
- Quantized Versions: Offers a variety of quantized versions of the LiberalMind_v1.5 model, sorted by size.
- Multiple Tags: Tagged with text - generation, instruction - tuned, qwen, peft, reasoning, etc., indicating its capabilities.
đ Documentation
About
The model is based on liberalusa/LiberalMind_v1.5. The weighted/imatrix quants of https://huggingface.co/liberalusa/LiberalMind_v1.5 are provided. Static quants are available at https://huggingface.co/mradermacher/LiberalMind_v1.5 - 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 |
2.0 |
for the desperate |
| GGUF |
i1 - IQ1_M |
2.1 |
mostly desperate |
| GGUF |
i1 - IQ2_XXS |
2.4 |
|
| GGUF |
i1 - IQ2_XS |
2.6 |
|
| GGUF |
i1 - IQ2_S |
2.7 |
|
| GGUF |
i1 - IQ2_M |
2.9 |
|
| GGUF |
i1 - Q2_K_S |
2.9 |
very low quality |
| GGUF |
i1 - Q2_K |
3.1 |
IQ3_XXS probably better |
| GGUF |
i1 - IQ3_XXS |
3.2 |
lower quality |
| GGUF |
i1 - IQ3_XS |
3.4 |
|
| GGUF |
i1 - Q3_K_S |
3.6 |
IQ3_XS probably better |
| GGUF |
i1 - IQ3_S |
3.6 |
beats Q3_K* |
| GGUF |
i1 - IQ3_M |
3.7 |
|
| GGUF |
i1 - Q3_K_M |
3.9 |
IQ3_S probably better |
| GGUF |
i1 - Q3_K_L |
4.2 |
IQ3_M probably better |
| GGUF |
i1 - IQ4_XS |
4.3 |
|
| GGUF |
i1 - IQ4_NL |
4.5 |
prefer IQ4_XS |
| GGUF |
i1 - Q4_0 |
4.5 |
fast, low quality |
| GGUF |
i1 - Q4_K_S |
4.6 |
optimal size/speed/quality |
| GGUF |
i1 - Q4_K_M |
4.8 |
fast, recommended |
| GGUF |
i1 - Q4_1 |
5.0 |
|
| GGUF |
i1 - Q5_K_S |
5.4 |
|
| GGUF |
i1 - Q5_K_M |
5.5 |
|
| GGUF |
i1 - Q6_K |
6.4 |
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
The model is licensed under apache - 2.0.
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.
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