---
base_model: 360kaUser/Sanad-1.0
datasets:
- akemiH/NoteChat
- starmpcc/Asclepius-Synthetic-Clinical-Notes
- AGBonnet/augmented-clinical-notes
- omi-health/medical-dialogue-to-soap-summary
- openlifescienceai/medmcqa
- GBaker/MedQA-USMLE-4-options
- zhengyun21/PMC-Patients
- lingshu-medical-mllm/ReasonMed
- UCSC-VLAA/MedReason
- FreedomIntelligence/medical-o1-reasoning-SFT
- qiaojin/PubMedQA
- appier-ai-research/StreamBench
- MustafaIbrahim/medical-arabic-qa
- MKamil/arabic_medical_50k
language:
- en
- ar
library_name: transformers
license: apache-2.0
mradermacher:
  readme_rev: 1
quantized_by: mradermacher
tags:
- medical
- clinical-ai
- medgemma
- fine-tuned
- diagnosis
- differential-diagnosis
- clinical-transcription
- arabic-medical
- qlora
- healthcare
- gemma3_text
---
## About

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<!-- ### quants:  Q2_K IQ3_M Q4_K_S IQ3_XXS Q3_K_M small-IQ4_NL Q4_K_M IQ2_M Q6_K IQ4_XS Q2_K_S IQ1_M Q3_K_S IQ2_XXS Q3_K_L IQ2_XS Q5_K_S IQ2_S IQ1_S Q5_K_M Q4_0 IQ3_XS Q4_1 IQ3_S -->
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weighted/imatrix quants of https://huggingface.co/360kaUser/Sanad-1.0

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***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Sanad-1.0-i1-GGUF).***

static quants are available at https://huggingface.co/mradermacher/Sanad-1.0-GGUF
## Usage

If you are unsure how to use GGUF files, refer to one of [TheBloke's
READMEs](https://huggingface.co/TheBloke/KafkaLM-70B-German-V0.1-GGUF) 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](https://huggingface.co/mradermacher/Sanad-1.0-i1-GGUF/resolve/main/Sanad-1.0.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) |
| [GGUF](https://huggingface.co/mradermacher/Sanad-1.0-i1-GGUF/resolve/main/Sanad-1.0.i1-IQ1_S.gguf) | i1-IQ1_S | 6.4 | for the desperate |
| [GGUF](https://huggingface.co/mradermacher/Sanad-1.0-i1-GGUF/resolve/main/Sanad-1.0.i1-IQ1_M.gguf) | i1-IQ1_M | 6.9 | mostly desperate |
| [GGUF](https://huggingface.co/mradermacher/Sanad-1.0-i1-GGUF/resolve/main/Sanad-1.0.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 7.8 |  |
| [GGUF](https://huggingface.co/mradermacher/Sanad-1.0-i1-GGUF/resolve/main/Sanad-1.0.i1-IQ2_XS.gguf) | i1-IQ2_XS | 8.5 |  |
| [GGUF](https://huggingface.co/mradermacher/Sanad-1.0-i1-GGUF/resolve/main/Sanad-1.0.i1-IQ2_S.gguf) | i1-IQ2_S | 8.9 |  |
| [GGUF](https://huggingface.co/mradermacher/Sanad-1.0-i1-GGUF/resolve/main/Sanad-1.0.i1-IQ2_M.gguf) | i1-IQ2_M | 9.6 |  |
| [GGUF](https://huggingface.co/mradermacher/Sanad-1.0-i1-GGUF/resolve/main/Sanad-1.0.i1-Q2_K_S.gguf) | i1-Q2_K_S | 9.9 | very low quality |
| [GGUF](https://huggingface.co/mradermacher/Sanad-1.0-i1-GGUF/resolve/main/Sanad-1.0.i1-Q2_K.gguf) | i1-Q2_K | 10.6 | IQ3_XXS probably better |
| [GGUF](https://huggingface.co/mradermacher/Sanad-1.0-i1-GGUF/resolve/main/Sanad-1.0.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 10.8 | lower quality |
| [GGUF](https://huggingface.co/mradermacher/Sanad-1.0-i1-GGUF/resolve/main/Sanad-1.0.i1-IQ3_XS.gguf) | i1-IQ3_XS | 11.7 |  |
| [GGUF](https://huggingface.co/mradermacher/Sanad-1.0-i1-GGUF/resolve/main/Sanad-1.0.i1-IQ3_S.gguf) | i1-IQ3_S | 12.3 | beats Q3_K* |
| [GGUF](https://huggingface.co/mradermacher/Sanad-1.0-i1-GGUF/resolve/main/Sanad-1.0.i1-Q3_K_S.gguf) | i1-Q3_K_S | 12.3 | IQ3_XS probably better |
| [GGUF](https://huggingface.co/mradermacher/Sanad-1.0-i1-GGUF/resolve/main/Sanad-1.0.i1-IQ3_M.gguf) | i1-IQ3_M | 12.6 |  |
| [GGUF](https://huggingface.co/mradermacher/Sanad-1.0-i1-GGUF/resolve/main/Sanad-1.0.i1-Q3_K_M.gguf) | i1-Q3_K_M | 13.5 | IQ3_S probably better |
| [GGUF](https://huggingface.co/mradermacher/Sanad-1.0-i1-GGUF/resolve/main/Sanad-1.0.i1-Q3_K_L.gguf) | i1-Q3_K_L | 14.6 | IQ3_M probably better |
| [GGUF](https://huggingface.co/mradermacher/Sanad-1.0-i1-GGUF/resolve/main/Sanad-1.0.i1-IQ4_XS.gguf) | i1-IQ4_XS | 14.9 |  |
| [GGUF](https://huggingface.co/mradermacher/Sanad-1.0-i1-GGUF/resolve/main/Sanad-1.0.i1-Q4_0.gguf) | i1-Q4_0 | 15.7 | fast, low quality |
| [GGUF](https://huggingface.co/mradermacher/Sanad-1.0-i1-GGUF/resolve/main/Sanad-1.0.i1-Q4_K_S.gguf) | i1-Q4_K_S | 15.8 | optimal size/speed/quality |
| [GGUF](https://huggingface.co/mradermacher/Sanad-1.0-i1-GGUF/resolve/main/Sanad-1.0.i1-Q4_K_M.gguf) | i1-Q4_K_M | 16.6 | fast, recommended |
| [GGUF](https://huggingface.co/mradermacher/Sanad-1.0-i1-GGUF/resolve/main/Sanad-1.0.i1-Q4_1.gguf) | i1-Q4_1 | 17.3 |  |
| [GGUF](https://huggingface.co/mradermacher/Sanad-1.0-i1-GGUF/resolve/main/Sanad-1.0.i1-Q5_K_S.gguf) | i1-Q5_K_S | 18.9 |  |
| [GGUF](https://huggingface.co/mradermacher/Sanad-1.0-i1-GGUF/resolve/main/Sanad-1.0.i1-Q5_K_M.gguf) | i1-Q5_K_M | 19.4 |  |
| [GGUF](https://huggingface.co/mradermacher/Sanad-1.0-i1-GGUF/resolve/main/Sanad-1.0.i1-Q6_K.gguf) | i1-Q6_K | 22.3 | practically like static Q6_K |

Here is a handy graph by ikawrakow comparing some lower-quality quant
types (lower is better):

![image.png](https://www.nethype.de/huggingface_embed/quantpplgraph.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](https://www.nethype.de/), for letting
me use its servers and providing upgrades to my workstation to enable
this work in my free time. Additional thanks to [@nicoboss](https://huggingface.co/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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