đ Athena-70B-L3 Quantized Model
This project provides quantized versions of the Athena-70B-L3 model, offering various options for different usage scenarios.
đ Quick Start
If you're new to using GGUF files, check out TheBloke's READMEs for detailed instructions, including how to concatenate multi - part files.
⨠Features
- Offers weighted/imatrix quants of the base model from https://huggingface.co/AiMavenAi/Athena-70B-L3.
- Provides a variety of quantized versions with different sizes and characteristics.
đ Documentation
About
The model is a quantized version of AiMavenAi/Athena-70B-L3. Weighted/imatrix quants are provided, and static quants can be found at mradermacher/Athena-70B-L3-GGUF.
Usage
Refer to TheBloke's READMEs for detailed usage instructions of GGUF files, including how to handle multi - part files.
Provided Quants
The following table lists the provided quantized models, 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 |
15.4 |
for the desperate |
| GGUF |
i1-IQ1_M |
16.9 |
mostly desperate |
| GGUF |
i1-IQ2_XXS |
19.2 |
|
| GGUF |
i1-IQ2_XS |
21.2 |
|
| GGUF |
i1-IQ2_S |
22.3 |
|
| GGUF |
i1-IQ2_M |
24.2 |
|
| GGUF |
i1-Q2_K |
26.5 |
IQ3_XXS probably better |
| GGUF |
i1-IQ3_XXS |
27.6 |
lower quality |
| GGUF |
i1-IQ3_XS |
29.4 |
|
| GGUF |
i1-IQ3_S |
31.0 |
beats Q3_K* |
| GGUF |
i1-Q3_K_S |
31.0 |
IQ3_XS probably better |
| GGUF |
i1-IQ3_M |
32.0 |
|
| GGUF |
i1-Q3_K_M |
34.4 |
IQ3_S probably better |
| GGUF |
i1-Q3_K_L |
37.2 |
IQ3_M probably better |
| GGUF |
i1-IQ4_XS |
38.0 |
|
| GGUF |
i1-Q4_0 |
40.2 |
fast, low quality |
| GGUF |
i1-Q4_K_S |
40.4 |
optimal size/speed/quality |
| GGUF |
i1-Q4_K_M |
42.6 |
fast, recommended |
| GGUF |
i1-Q5_K_S |
48.8 |
|
| GGUF |
i1-Q5_K_M |
50.0 |
|
| PART 1 PART 2 |
i1-Q6_K |
58.0 |
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:
Artefact2's Gist
FAQ / Model Request
For answers to common questions or if you want other models to be quantized, visit mradermacher/model_requests.
đ License
This project is licensed under the cc - by - nc - nd - 4.0 license.
đ§ Technical Details
| Property |
Details |
| Base Model |
AiMavenAi/Athena-70B-L3 |
| Library Name |
transformers |
| License |
cc - by - nc - nd - 4.0 |
| Quantized By |
mradermacher |
| Tags |
autotrain, text - generation - inference, text - generation, peft |
Thanks
I'm grateful to my company, nethype GmbH, for allowing me to use its servers and upgrading my workstation, which enables me to do this work in my free time. I also want to thank @nicoboss for giving me access to his private supercomputer, which allows me to provide many more high - quality imatrix quants.
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