base_model: DavidAU/LFM2-12B-A1B-SpeedDemon-The-Deckard-II-HERETIC-Uncensored language:
- en library_name: transformers license: apache-2.0 mradermacher: readme_rev: 1 quantized_by: mradermacher tags:
- finetune
- unsloth
- mixture of experts
- sparse moe
- moe
- heretic
- uncensored
- aliterated
- finetune
- unsloth
- finetune
- all use cases
- coder
- creative
- creative writing
- fiction writing
- plot generation
- sub-plot generation
- fiction writing
- story generation
- scene continue
- storytelling
- fiction story
- science fiction
- romance
- all genres
- story
- writing
- vivid prosing
- vivid writing
- fiction
- roleplaying
- bfloat16
- all use cases
About
weighted/imatrix quants of https://huggingface.co/DavidAU/LFM2-12B-A1B-SpeedDemon-The-Deckard-II-HERETIC-Uncensored
For a convenient overview and download list, visit our model page for this model.
static quants are available at https://huggingface.co/mradermacher/LFM2-12B-A1B-SpeedDemon-The-Deckard-II-HERETIC-Uncensored-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 | imatrix | 0.1 | imatrix file (for creating your own quants) |
| GGUF | i1-IQ1_S | 2.4 | for the desperate |
| GGUF | i1-IQ1_M | 2.7 | mostly desperate |
| GGUF | i1-IQ2_XXS | 3.1 | |
| GGUF | i1-IQ2_XS | 3.4 | |
| GGUF | i1-IQ2_S | 3.5 | |
| GGUF | i1-IQ2_M | 3.8 | |
| GGUF | i1-Q2_K_S | 3.9 | very low quality |
| GGUF | i1-Q2_K | 4.2 | IQ3_XXS probably better |
| GGUF | i1-IQ3_XXS | 4.5 | lower quality |
| GGUF | i1-IQ3_XS | 4.7 | |
| GGUF | i1-IQ3_S | 5.0 | beats Q3_K* |
| GGUF | i1-Q3_K_S | 5.0 | IQ3_XS probably better |
| GGUF | i1-IQ3_M | 5.1 | |
| GGUF | i1-Q3_K_M | 5.5 | IQ3_S probably better |
| GGUF | i1-Q3_K_L | 5.9 | IQ3_M probably better |
| GGUF | i1-IQ4_XS | 6.1 | |
| GGUF | i1-IQ4_NL | 6.5 | prefer IQ4_XS |
| GGUF | i1-Q4_0 | 6.5 | fast, low quality |
| GGUF | i1-Q4_K_S | 6.5 | optimal size/speed/quality |
| GGUF | i1-Q4_K_M | 6.9 | fast, recommended |
| GGUF | i1-Q4_1 | 7.2 | |
| GGUF | i1-Q5_K_S | 7.9 | |
| GGUF | i1-Q5_K_M | 8.1 | |
| GGUF | i1-Q6_K | 9.4 | 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.