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Model: mradermacher/heretic_DistilQwen2.5-0.5B-Instruct-i1-GGUF Source: Original Platform
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README.md
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---
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base_model: hereticness/heretic_DistilQwen2.5-0.5B-Instruct
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language:
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- en
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library_name: transformers
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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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- heretic
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---
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## About
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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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<!-- ### 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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<!-- ### quants_skip: -->
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<!-- ### skip_mmproj: -->
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weighted/imatrix quants of https://huggingface.co/hereticness/heretic_DistilQwen2.5-0.5B-Instruct
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<!-- provided-files -->
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***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#heretic_DistilQwen2.5-0.5B-Instruct-i1-GGUF).***
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static quants are available at https://huggingface.co/mradermacher/heretic_DistilQwen2.5-0.5B-Instruct-GGUF
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## Usage
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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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## Provided Quants
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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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| Link | Type | Size/GB | Notes |
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|:-----|:-----|--------:|:------|
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| [GGUF](https://huggingface.co/mradermacher/heretic_DistilQwen2.5-0.5B-Instruct-i1-GGUF/resolve/main/heretic_DistilQwen2.5-0.5B-Instruct.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) |
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| [GGUF](https://huggingface.co/mradermacher/heretic_DistilQwen2.5-0.5B-Instruct-i1-GGUF/resolve/main/heretic_DistilQwen2.5-0.5B-Instruct.i1-IQ1_S.gguf) | i1-IQ1_S | 0.4 | for the desperate |
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| [GGUF](https://huggingface.co/mradermacher/heretic_DistilQwen2.5-0.5B-Instruct-i1-GGUF/resolve/main/heretic_DistilQwen2.5-0.5B-Instruct.i1-IQ1_M.gguf) | i1-IQ1_M | 0.4 | mostly desperate |
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| [GGUF](https://huggingface.co/mradermacher/heretic_DistilQwen2.5-0.5B-Instruct-i1-GGUF/resolve/main/heretic_DistilQwen2.5-0.5B-Instruct.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 0.4 | |
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| [GGUF](https://huggingface.co/mradermacher/heretic_DistilQwen2.5-0.5B-Instruct-i1-GGUF/resolve/main/heretic_DistilQwen2.5-0.5B-Instruct.i1-IQ2_XS.gguf) | i1-IQ2_XS | 0.4 | |
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| [GGUF](https://huggingface.co/mradermacher/heretic_DistilQwen2.5-0.5B-Instruct-i1-GGUF/resolve/main/heretic_DistilQwen2.5-0.5B-Instruct.i1-IQ2_S.gguf) | i1-IQ2_S | 0.4 | |
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| [GGUF](https://huggingface.co/mradermacher/heretic_DistilQwen2.5-0.5B-Instruct-i1-GGUF/resolve/main/heretic_DistilQwen2.5-0.5B-Instruct.i1-IQ2_M.gguf) | i1-IQ2_M | 0.4 | |
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| [GGUF](https://huggingface.co/mradermacher/heretic_DistilQwen2.5-0.5B-Instruct-i1-GGUF/resolve/main/heretic_DistilQwen2.5-0.5B-Instruct.i1-Q2_K_S.gguf) | i1-Q2_K_S | 0.4 | very low quality |
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| [GGUF](https://huggingface.co/mradermacher/heretic_DistilQwen2.5-0.5B-Instruct-i1-GGUF/resolve/main/heretic_DistilQwen2.5-0.5B-Instruct.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 0.4 | lower quality |
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| [GGUF](https://huggingface.co/mradermacher/heretic_DistilQwen2.5-0.5B-Instruct-i1-GGUF/resolve/main/heretic_DistilQwen2.5-0.5B-Instruct.i1-Q3_K_S.gguf) | i1-Q3_K_S | 0.4 | IQ3_XS probably better |
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| [GGUF](https://huggingface.co/mradermacher/heretic_DistilQwen2.5-0.5B-Instruct-i1-GGUF/resolve/main/heretic_DistilQwen2.5-0.5B-Instruct.i1-IQ3_S.gguf) | i1-IQ3_S | 0.4 | beats Q3_K* |
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| [GGUF](https://huggingface.co/mradermacher/heretic_DistilQwen2.5-0.5B-Instruct-i1-GGUF/resolve/main/heretic_DistilQwen2.5-0.5B-Instruct.i1-IQ3_XS.gguf) | i1-IQ3_XS | 0.4 | |
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| [GGUF](https://huggingface.co/mradermacher/heretic_DistilQwen2.5-0.5B-Instruct-i1-GGUF/resolve/main/heretic_DistilQwen2.5-0.5B-Instruct.i1-Q2_K.gguf) | i1-Q2_K | 0.4 | IQ3_XXS probably better |
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| [GGUF](https://huggingface.co/mradermacher/heretic_DistilQwen2.5-0.5B-Instruct-i1-GGUF/resolve/main/heretic_DistilQwen2.5-0.5B-Instruct.i1-IQ3_M.gguf) | i1-IQ3_M | 0.4 | |
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| [GGUF](https://huggingface.co/mradermacher/heretic_DistilQwen2.5-0.5B-Instruct-i1-GGUF/resolve/main/heretic_DistilQwen2.5-0.5B-Instruct.i1-IQ4_XS.gguf) | i1-IQ4_XS | 0.4 | |
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| [GGUF](https://huggingface.co/mradermacher/heretic_DistilQwen2.5-0.5B-Instruct-i1-GGUF/resolve/main/heretic_DistilQwen2.5-0.5B-Instruct.i1-IQ4_NL.gguf) | i1-IQ4_NL | 0.5 | prefer IQ4_XS |
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| [GGUF](https://huggingface.co/mradermacher/heretic_DistilQwen2.5-0.5B-Instruct-i1-GGUF/resolve/main/heretic_DistilQwen2.5-0.5B-Instruct.i1-Q4_0.gguf) | i1-Q4_0 | 0.5 | fast, low quality |
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| [GGUF](https://huggingface.co/mradermacher/heretic_DistilQwen2.5-0.5B-Instruct-i1-GGUF/resolve/main/heretic_DistilQwen2.5-0.5B-Instruct.i1-Q3_K_M.gguf) | i1-Q3_K_M | 0.5 | IQ3_S probably better |
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| [GGUF](https://huggingface.co/mradermacher/heretic_DistilQwen2.5-0.5B-Instruct-i1-GGUF/resolve/main/heretic_DistilQwen2.5-0.5B-Instruct.i1-Q3_K_L.gguf) | i1-Q3_K_L | 0.5 | IQ3_M probably better |
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| [GGUF](https://huggingface.co/mradermacher/heretic_DistilQwen2.5-0.5B-Instruct-i1-GGUF/resolve/main/heretic_DistilQwen2.5-0.5B-Instruct.i1-Q4_1.gguf) | i1-Q4_1 | 0.5 | |
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| [GGUF](https://huggingface.co/mradermacher/heretic_DistilQwen2.5-0.5B-Instruct-i1-GGUF/resolve/main/heretic_DistilQwen2.5-0.5B-Instruct.i1-Q4_K_S.gguf) | i1-Q4_K_S | 0.5 | optimal size/speed/quality |
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| [GGUF](https://huggingface.co/mradermacher/heretic_DistilQwen2.5-0.5B-Instruct-i1-GGUF/resolve/main/heretic_DistilQwen2.5-0.5B-Instruct.i1-Q4_K_M.gguf) | i1-Q4_K_M | 0.5 | fast, recommended |
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| [GGUF](https://huggingface.co/mradermacher/heretic_DistilQwen2.5-0.5B-Instruct-i1-GGUF/resolve/main/heretic_DistilQwen2.5-0.5B-Instruct.i1-Q5_K_S.gguf) | i1-Q5_K_S | 0.5 | |
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| [GGUF](https://huggingface.co/mradermacher/heretic_DistilQwen2.5-0.5B-Instruct-i1-GGUF/resolve/main/heretic_DistilQwen2.5-0.5B-Instruct.i1-Q5_K_M.gguf) | i1-Q5_K_M | 0.5 | |
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| [GGUF](https://huggingface.co/mradermacher/heretic_DistilQwen2.5-0.5B-Instruct-i1-GGUF/resolve/main/heretic_DistilQwen2.5-0.5B-Instruct.i1-Q6_K.gguf) | i1-Q6_K | 0.6 | practically like static Q6_K |
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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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And here are Artefact2's thoughts on the matter:
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https://gist.github.com/Artefact2/b5f810600771265fc1e39442288e8ec9
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## FAQ / Model Request
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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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## Thanks
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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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<!-- end -->
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heretic_DistilQwen2.5-0.5B-Instruct.i1-IQ1_M.gguf
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heretic_DistilQwen2.5-0.5B-Instruct.i1-IQ1_M.gguf
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version https://git-lfs.github.com/spec/v1
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size 317973120
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3
heretic_DistilQwen2.5-0.5B-Instruct.i1-IQ1_S.gguf
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heretic_DistilQwen2.5-0.5B-Instruct.i1-IQ1_S.gguf
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version https://git-lfs.github.com/spec/v1
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heretic_DistilQwen2.5-0.5B-Instruct.i1-IQ2_M.gguf
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heretic_DistilQwen2.5-0.5B-Instruct.i1-IQ2_M.gguf
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version https://git-lfs.github.com/spec/v1
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3
heretic_DistilQwen2.5-0.5B-Instruct.i1-IQ2_S.gguf
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3
heretic_DistilQwen2.5-0.5B-Instruct.i1-IQ2_S.gguf
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version https://git-lfs.github.com/spec/v1
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oid sha256:2bd2bab4ba690a49be9e68386ecdaa2837aedc5d1348a8ab309354648cafeba7
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size 325736064
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3
heretic_DistilQwen2.5-0.5B-Instruct.i1-IQ2_XS.gguf
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3
heretic_DistilQwen2.5-0.5B-Instruct.i1-IQ2_XS.gguf
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:c1f2e5dd73d9a0c410ab3080432c86a33f2c53542f85feef0758bb5d49338f41
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size 324408192
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3
heretic_DistilQwen2.5-0.5B-Instruct.i1-IQ2_XXS.gguf
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3
heretic_DistilQwen2.5-0.5B-Instruct.i1-IQ2_XXS.gguf
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:0578477efab7ee1dc5c69ba533e39401f43965141ddc5887a4980f49b797bfbd
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size 321548160
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3
heretic_DistilQwen2.5-0.5B-Instruct.i1-IQ3_M.gguf
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3
heretic_DistilQwen2.5-0.5B-Instruct.i1-IQ3_M.gguf
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version https://git-lfs.github.com/spec/v1
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size 342751104
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3
heretic_DistilQwen2.5-0.5B-Instruct.i1-IQ3_S.gguf
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heretic_DistilQwen2.5-0.5B-Instruct.i1-IQ3_S.gguf
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version https://git-lfs.github.com/spec/v1
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oid sha256:a09590780c8c32888852eea9fb390e8cb80ec55a3a703f86a96112561e781539
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size 338606208
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3
heretic_DistilQwen2.5-0.5B-Instruct.i1-IQ3_XS.gguf
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heretic_DistilQwen2.5-0.5B-Instruct.i1-IQ3_XS.gguf
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version https://git-lfs.github.com/spec/v1
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oid sha256:b778a8e362fc61d206c9319732fc2f427be5153e3aa82da614b2ef2dc9bac989
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size 338606208
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3
heretic_DistilQwen2.5-0.5B-Instruct.i1-IQ3_XXS.gguf
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3
heretic_DistilQwen2.5-0.5B-Instruct.i1-IQ3_XXS.gguf
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||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:02c3a1b45d2d2e6704d25b7596ebd4e90ebfd00fa1981b44286999ce2ff83612
|
||||
size 333703296
|
||||
3
heretic_DistilQwen2.5-0.5B-Instruct.i1-IQ4_NL.gguf
Normal file
3
heretic_DistilQwen2.5-0.5B-Instruct.i1-IQ4_NL.gguf
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:d6ab9dd9fdea1720dd3304fee45435bdeba119678eb257cd752cf5e3012c4027
|
||||
size 352669824
|
||||
3
heretic_DistilQwen2.5-0.5B-Instruct.i1-IQ4_XS.gguf
Normal file
3
heretic_DistilQwen2.5-0.5B-Instruct.i1-IQ4_XS.gguf
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:1ea3d8f47910611c96a88e64d36267706b4a464d8eb20ef310a8d9cbfc7b5bed
|
||||
size 349401216
|
||||
3
heretic_DistilQwen2.5-0.5B-Instruct.i1-Q2_K.gguf
Normal file
3
heretic_DistilQwen2.5-0.5B-Instruct.i1-Q2_K.gguf
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:28990fbf4657fba73131624f0b11b9301cb40e9acd2640d5e5026b2d2c7e8703
|
||||
size 338606208
|
||||
3
heretic_DistilQwen2.5-0.5B-Instruct.i1-Q2_K_S.gguf
Normal file
3
heretic_DistilQwen2.5-0.5B-Instruct.i1-Q2_K_S.gguf
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:46a3566717f8f2593bde33e64015a6aef7c6298daa1c29b131653ee8f461a8ec
|
||||
size 331047552
|
||||
3
heretic_DistilQwen2.5-0.5B-Instruct.i1-Q3_K_L.gguf
Normal file
3
heretic_DistilQwen2.5-0.5B-Instruct.i1-Q3_K_L.gguf
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:59ccf9f3f5a36556e025e459d6f547c46990390211a94e9c5426cf46aabaa67b
|
||||
size 369356928
|
||||
3
heretic_DistilQwen2.5-0.5B-Instruct.i1-Q3_K_M.gguf
Normal file
3
heretic_DistilQwen2.5-0.5B-Instruct.i1-Q3_K_M.gguf
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:1ccc60ca3f02ee3a48721e19afa13da375158c9c1714a9bbcb9be24bec8f9f2e
|
||||
size 355465344
|
||||
3
heretic_DistilQwen2.5-0.5B-Instruct.i1-Q3_K_S.gguf
Normal file
3
heretic_DistilQwen2.5-0.5B-Instruct.i1-Q3_K_S.gguf
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:e9037d5dddbc442cea3ffcb258a1a89d66750321207d50d8d97c142c61ac719e
|
||||
size 338262144
|
||||
3
heretic_DistilQwen2.5-0.5B-Instruct.i1-Q4_0.gguf
Normal file
3
heretic_DistilQwen2.5-0.5B-Instruct.i1-Q4_0.gguf
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:8f94bf058631aa1850b80ad523d448a894295b56bfc4a3f43d35f8da4efadc59
|
||||
size 352970880
|
||||
3
heretic_DistilQwen2.5-0.5B-Instruct.i1-Q4_1.gguf
Normal file
3
heretic_DistilQwen2.5-0.5B-Instruct.i1-Q4_1.gguf
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:2809f98f9728ad93ac8c7a9f893b634771dd70b1b6b666630d8617b7cd585a83
|
||||
size 374517888
|
||||
3
heretic_DistilQwen2.5-0.5B-Instruct.i1-Q4_K_M.gguf
Normal file
3
heretic_DistilQwen2.5-0.5B-Instruct.i1-Q4_K_M.gguf
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:2f44dcd002131a78adac2096b277864744018747cb472aadf0460f01f0133111
|
||||
size 397806720
|
||||
3
heretic_DistilQwen2.5-0.5B-Instruct.i1-Q4_K_S.gguf
Normal file
3
heretic_DistilQwen2.5-0.5B-Instruct.i1-Q4_K_S.gguf
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:743b1bf6892336ab9ab8d48a79de69d8b99271222e2a8db5c68f21d0c908b72d
|
||||
size 385470592
|
||||
3
heretic_DistilQwen2.5-0.5B-Instruct.i1-Q5_K_M.gguf
Normal file
3
heretic_DistilQwen2.5-0.5B-Instruct.i1-Q5_K_M.gguf
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:055caea49d03e07e37fc0099be6da8f0a5316e95f1fcf00c9a0e375b0bb26236
|
||||
size 420084864
|
||||
3
heretic_DistilQwen2.5-0.5B-Instruct.i1-Q5_K_S.gguf
Normal file
3
heretic_DistilQwen2.5-0.5B-Instruct.i1-Q5_K_S.gguf
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:abc0d2d7c488739a8dae15083a5417de6264bf78ce41636ac893f34e5bfc941c
|
||||
size 412708992
|
||||
3
heretic_DistilQwen2.5-0.5B-Instruct.i1-Q6_K.gguf
Normal file
3
heretic_DistilQwen2.5-0.5B-Instruct.i1-Q6_K.gguf
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:4e6b2363da9f06106eb73df9e6ed94ed5f7d07c2ce929971e652d65f04c622f5
|
||||
size 505735296
|
||||
3
heretic_DistilQwen2.5-0.5B-Instruct.imatrix.gguf
Normal file
3
heretic_DistilQwen2.5-0.5B-Instruct.imatrix.gguf
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:871d541a1eec010120bd136edde46a9db1706c205b36cfa0aa0bf4277b15c440
|
||||
size 1008928
|
||||
Reference in New Issue
Block a user