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  <!-- ### quantize_version: 2 -->
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  <!-- ### output_tensor_quantised: 1 -->
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  <!-- ### convert_type: hf -->
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  <!-- ### quants_skip: -->
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  <!-- ### skip_mmproj: -->
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  static quants of https://huggingface.co/INSAIT-Institute/MamayLM-Gemma-3-4B-IT-v1.0
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ---
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+ base_model: INSAIT-Institute/MamayLM-Gemma-3-4B-IT-v1.0
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+ datasets:
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+ - Goader/kobza
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+ - HuggingFaceFW/fineweb-2
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+ - HPLT/HPLT2.0_cleaned
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+ - wikimedia/wikipedia
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+ - HuggingFaceTB/smoltalk2
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+ - open-r1/Mixture-of-Thoughts
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+ language:
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+ - uk
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+ - en
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+ library_name: transformers
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+ license: gemma
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+ mradermacher:
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+ readme_rev: 1
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+ quantized_by: mradermacher
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+ tags:
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+ - gemma3
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+ - instruct
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+ - mamaylm
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+ - insait
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+ ---
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+ ## About
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+
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  <!-- ### quantize_version: 2 -->
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  <!-- ### output_tensor_quantised: 1 -->
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  <!-- ### convert_type: hf -->
 
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  <!-- ### quants_skip: -->
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  <!-- ### skip_mmproj: -->
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  static quants of https://huggingface.co/INSAIT-Institute/MamayLM-Gemma-3-4B-IT-v1.0
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+
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+ <!-- provided-files -->
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+
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+ ***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#MamayLM-Gemma-3-4B-IT-v1.0-GGUF).***
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+
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+ weighted/imatrix quants seem not to be available (by me) at this time. If they do not show up a week or so after the static ones, I have probably not planned for them. Feel free to request them by opening a Community Discussion.
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+ ## Usage
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+
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+ If you are unsure how to use GGUF files, refer to one of [TheBloke's
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+ READMEs](https://huggingface.co/TheBloke/KafkaLM-70B-German-V0.1-GGUF) for
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+ more details, including on how to concatenate multi-part files.
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+
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+ ## Provided Quants
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+
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+ (sorted by size, not necessarily quality. IQ-quants are often preferable over similar sized non-IQ quants)
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+
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+ | Link | Type | Size/GB | Notes |
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+ |:-----|:-----|--------:|:------|
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+ | [GGUF](https://huggingface.co/mradermacher/MamayLM-Gemma-3-4B-IT-v1.0-GGUF/resolve/main/MamayLM-Gemma-3-4B-IT-v1.0.mmproj-Q8_0.gguf) | mmproj-Q8_0 | 0.7 | multi-modal supplement |
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+ | [GGUF](https://huggingface.co/mradermacher/MamayLM-Gemma-3-4B-IT-v1.0-GGUF/resolve/main/MamayLM-Gemma-3-4B-IT-v1.0.mmproj-f16.gguf) | mmproj-f16 | 1.0 | multi-modal supplement |
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+
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+ Here is a handy graph by ikawrakow comparing some lower-quality quant
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+ types (lower is better):
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+
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+ ![image.png](https://www.nethype.de/huggingface_embed/quantpplgraph.png)
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+
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+ And here are Artefact2's thoughts on the matter:
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+ https://gist.github.com/Artefact2/b5f810600771265fc1e39442288e8ec9
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+
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+ ## FAQ / Model Request
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+
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+ See https://huggingface.co/mradermacher/model_requests for some answers to
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+ questions you might have and/or if you want some other model quantized.
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+
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+ ## Thanks
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+
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+ I thank my company, [nethype GmbH](https://www.nethype.de/), for letting
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+ me use its servers and providing upgrades to my workstation to enable
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+ this work in my free time.
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+
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+ <!-- end -->