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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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  <!-- ### vocab_type: -->
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  <!-- ### tags: nicoboss -->
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  weighted/imatrix quants of https://huggingface.co/BSC-LT/ALIA-40b
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ---
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+ base_model: BSC-LT/ALIA-40b
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+ datasets:
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+ - oscar-corpus/colossal-oscar-1.0
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+ - HuggingFaceFW/fineweb-edu
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+ - joelniklaus/eurlex_resources
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+ - joelniklaus/legal-mc4
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+ - projecte-aina/CATalog
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+ - UFRGS/brwac
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+ - community-datasets/hrwac
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+ - danish-foundation-models/danish-gigaword
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+ - HiTZ/euscrawl
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+ - PleIAs/French-PD-Newspapers
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+ - PleIAs/French-PD-Books
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+ - AI-team-UoA/greek_legal_code
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+ - HiTZ/latxa-corpus-v1.1
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+ - allenai/peS2o
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+ - pile-of-law/pile-of-law
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+ - PORTULAN/parlamento-pt
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+ - hoskinson-center/proof-pile
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+ - togethercomputer/RedPajama-Data-1T
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+ - bigcode/starcoderdata
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+ - bjoernp/tagesschau-2018-2023
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+ - EleutherAI/the_pile_deduplicated
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+ language:
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+ - bg
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+ - ca
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+ - code
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+ - cs
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+ - cy
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+ - da
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+ - de
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+ - el
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+ - en
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+ - es
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+ - et
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+ - eu
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+ - fi
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+ - fr
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+ - ga
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+ - gl
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+ - hr
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+ - hu
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+ - it
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+ - lt
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+ - lv
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+ - mt
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+ - nl
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+ - nn
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+ - \no
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+ - oc
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+ - pl
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+ - pt
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+ - ro
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+ - ru
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+ - sh
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+ - sk
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+ - sl
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+ - sr
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+ - sv
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+ - uk
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+ library_name: transformers
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+ license: apache-2.0
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+ quantized_by: mradermacher
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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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  <!-- ### vocab_type: -->
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  <!-- ### tags: nicoboss -->
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  weighted/imatrix quants of https://huggingface.co/BSC-LT/ALIA-40b
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+
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+ <!-- provided-files -->
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+ static quants are available at https://huggingface.co/mradermacher/ALIA-40b-GGUF
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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/ALIA-40b-i1-GGUF/resolve/main/ALIA-40b.i1-IQ1_S.gguf) | i1-IQ1_S | 9.8 | for the desperate |
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+ | [GGUF](https://huggingface.co/mradermacher/ALIA-40b-i1-GGUF/resolve/main/ALIA-40b.i1-IQ1_M.gguf) | i1-IQ1_M | 10.6 | mostly desperate |
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+ | [GGUF](https://huggingface.co/mradermacher/ALIA-40b-i1-GGUF/resolve/main/ALIA-40b.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 11.8 | |
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+ | [GGUF](https://huggingface.co/mradermacher/ALIA-40b-i1-GGUF/resolve/main/ALIA-40b.i1-IQ2_XS.gguf) | i1-IQ2_XS | 12.9 | |
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+ | [GGUF](https://huggingface.co/mradermacher/ALIA-40b-i1-GGUF/resolve/main/ALIA-40b.i1-IQ2_S.gguf) | i1-IQ2_S | 13.7 | |
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+ | [GGUF](https://huggingface.co/mradermacher/ALIA-40b-i1-GGUF/resolve/main/ALIA-40b.i1-IQ2_M.gguf) | i1-IQ2_M | 14.6 | |
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+ | [GGUF](https://huggingface.co/mradermacher/ALIA-40b-i1-GGUF/resolve/main/ALIA-40b.i1-Q2_K_S.gguf) | i1-Q2_K_S | 14.8 | very low quality |
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+ | [GGUF](https://huggingface.co/mradermacher/ALIA-40b-i1-GGUF/resolve/main/ALIA-40b.i1-Q2_K.gguf) | i1-Q2_K | 15.8 | IQ3_XXS probably better |
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+ | [GGUF](https://huggingface.co/mradermacher/ALIA-40b-i1-GGUF/resolve/main/ALIA-40b.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 16.3 | lower quality |
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+ | [GGUF](https://huggingface.co/mradermacher/ALIA-40b-i1-GGUF/resolve/main/ALIA-40b.i1-IQ3_XS.gguf) | i1-IQ3_XS | 17.5 | |
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+ | [GGUF](https://huggingface.co/mradermacher/ALIA-40b-i1-GGUF/resolve/main/ALIA-40b.i1-Q3_K_S.gguf) | i1-Q3_K_S | 18.3 | IQ3_XS probably better |
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+ | [GGUF](https://huggingface.co/mradermacher/ALIA-40b-i1-GGUF/resolve/main/ALIA-40b.i1-IQ3_S.gguf) | i1-IQ3_S | 18.4 | beats Q3_K* |
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+ | [GGUF](https://huggingface.co/mradermacher/ALIA-40b-i1-GGUF/resolve/main/ALIA-40b.i1-IQ3_M.gguf) | i1-IQ3_M | 18.9 | |
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+ | [GGUF](https://huggingface.co/mradermacher/ALIA-40b-i1-GGUF/resolve/main/ALIA-40b.i1-Q3_K_M.gguf) | i1-Q3_K_M | 20.1 | IQ3_S probably better |
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+ | [GGUF](https://huggingface.co/mradermacher/ALIA-40b-i1-GGUF/resolve/main/ALIA-40b.i1-Q3_K_L.gguf) | i1-Q3_K_L | 21.7 | IQ3_M probably better |
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+ | [GGUF](https://huggingface.co/mradermacher/ALIA-40b-i1-GGUF/resolve/main/ALIA-40b.i1-IQ4_XS.gguf) | i1-IQ4_XS | 22.3 | |
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+ | [GGUF](https://huggingface.co/mradermacher/ALIA-40b-i1-GGUF/resolve/main/ALIA-40b.i1-Q4_0.gguf) | i1-Q4_0 | 23.5 | fast, low quality |
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+ | [GGUF](https://huggingface.co/mradermacher/ALIA-40b-i1-GGUF/resolve/main/ALIA-40b.i1-Q4_K_S.gguf) | i1-Q4_K_S | 23.5 | optimal size/speed/quality |
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+ | [GGUF](https://huggingface.co/mradermacher/ALIA-40b-i1-GGUF/resolve/main/ALIA-40b.i1-Q4_K_M.gguf) | i1-Q4_K_M | 24.7 | fast, recommended |
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+ | [GGUF](https://huggingface.co/mradermacher/ALIA-40b-i1-GGUF/resolve/main/ALIA-40b.i1-Q4_1.gguf) | i1-Q4_1 | 25.8 | |
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+ | [GGUF](https://huggingface.co/mradermacher/ALIA-40b-i1-GGUF/resolve/main/ALIA-40b.i1-Q5_K_S.gguf) | i1-Q5_K_S | 28.2 | |
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+ | [GGUF](https://huggingface.co/mradermacher/ALIA-40b-i1-GGUF/resolve/main/ALIA-40b.i1-Q5_K_M.gguf) | i1-Q5_K_M | 28.9 | |
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+ | [GGUF](https://huggingface.co/mradermacher/ALIA-40b-i1-GGUF/resolve/main/ALIA-40b.i1-Q6_K.gguf) | i1-Q6_K | 33.3 | practically like static Q6_K |
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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. 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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+
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+ <!-- end -->