base_model: HelpingAI/Dhanishtha-2.0-preview
datasets:
- Abhaykoul/Dhanishtha-R1
- open-thoughts/OpenThoughts-114k
- Abhaykoul/Dhanishtha-2.0-SUPERTHINKER
- Abhaykoul/Dhanishtha-2.0
language:
- en
- hi
- zh
- es
- fr
- de
- ja
- ko
- ar
- pt
- ru
- it
- nl
- tr
- pl
- sv
- da
- 'no'
- fi
- he
- th
- vi
- id
- ms
- tl
- sw
- yo
- zu
- am
- bn
- gu
- kn
- ml
- mr
- ne
- or
- pa
- ta
- te
- ur
- multilingual
library_name: transformers
license: apache-2.0
mradermacher:
readme_rev: 1
quantized_by: mradermacher
tags:
- reasoning
- intermediate-thinking
- transformers
- conversational
- bilingual
About
weighted/imatrix quants of https://huggingface.co/HelpingAI/Dhanishtha-2.0-preview
For a convenient overview and download list, visit our model page for this model.
static quants are available at https://huggingface.co/mradermacher/Dhanishtha-2.0-preview-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 qwuants) |
| GGUF | i1-IQ1_S | 3.7 | for the desperate |
| GGUF | i1-IQ1_M | 3.9 | mostly desperate |
| GGUF | i1-IQ2_XXS | 4.4 | |
| GGUF | i1-IQ2_XS | 4.8 | |
| GGUF | i1-IQ2_S | 5.1 | |
| GGUF | i1-IQ2_M | 5.4 | |
| GGUF | i1-Q2_K_S | 5.5 | very low quality |
| GGUF | i1-Q2_K | 5.9 | IQ3_XXS probably better |
| GGUF | i1-IQ3_XXS | 6.0 | lower quality |
| GGUF | i1-IQ3_XS | 6.5 | |
| GGUF | i1-Q3_K_S | 6.8 | IQ3_XS probably better |
| GGUF | i1-IQ3_S | 6.8 | beats Q3_K* |
| GGUF | i1-IQ3_M | 7.0 | |
| GGUF | i1-Q3_K_M | 7.4 | IQ3_S probably better |
| GGUF | i1-Q3_K_L | 8.0 | IQ3_M probably better |
| GGUF | i1-IQ4_XS | 8.2 | |
| GGUF | i1-IQ4_NL | 8.6 | prefer IQ4_XS |
| GGUF | i1-Q4_0 | 8.6 | fast, low quality |
| GGUF | i1-Q4_K_S | 8.7 | optimal size/speed/quality |
| GGUF | i1-Q4_K_M | 9.1 | fast, recommended |
| GGUF | i1-Q4_1 | 9.5 | |
| GGUF | i1-Q5_K_S | 10.4 | |
| GGUF | i1-Q5_K_M | 10.6 | |
| GGUF | i1-Q6_K | 12.2 | 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.
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.