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Model: mradermacher/UIGENT-30B-A3B-i1-GGUF Source: Original Platform
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---
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base_model: smirki/UIGENT-30B-A3B
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language:
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- en
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library_name: transformers
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license: apache-2.0
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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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- text-generation-inference
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- transformers
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- unsloth
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- qwen3_moe
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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/smirki/UIGENT-30B-A3B
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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#UIGENT-30B-A3B-i1-GGUF).***
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static quants are available at https://huggingface.co/mradermacher/UIGENT-30B-A3B-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/UIGENT-30B-A3B-i1-GGUF/resolve/main/UIGENT-30B-A3B.imatrix.gguf) | imatrix | 0.2 | imatrix file (for creating your own quants) |
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| [GGUF](https://huggingface.co/mradermacher/UIGENT-30B-A3B-i1-GGUF/resolve/main/UIGENT-30B-A3B.i1-IQ1_S.gguf) | i1-IQ1_S | 6.5 | for the desperate |
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| [GGUF](https://huggingface.co/mradermacher/UIGENT-30B-A3B-i1-GGUF/resolve/main/UIGENT-30B-A3B.i1-IQ1_M.gguf) | i1-IQ1_M | 7.2 | mostly desperate |
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| [GGUF](https://huggingface.co/mradermacher/UIGENT-30B-A3B-i1-GGUF/resolve/main/UIGENT-30B-A3B.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 8.3 | |
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| [GGUF](https://huggingface.co/mradermacher/UIGENT-30B-A3B-i1-GGUF/resolve/main/UIGENT-30B-A3B.i1-IQ2_XS.gguf) | i1-IQ2_XS | 9.2 | |
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| [GGUF](https://huggingface.co/mradermacher/UIGENT-30B-A3B-i1-GGUF/resolve/main/UIGENT-30B-A3B.i1-IQ2_S.gguf) | i1-IQ2_S | 9.4 | |
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| [GGUF](https://huggingface.co/mradermacher/UIGENT-30B-A3B-i1-GGUF/resolve/main/UIGENT-30B-A3B.i1-IQ2_M.gguf) | i1-IQ2_M | 10.3 | |
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| [GGUF](https://huggingface.co/mradermacher/UIGENT-30B-A3B-i1-GGUF/resolve/main/UIGENT-30B-A3B.i1-Q2_K_S.gguf) | i1-Q2_K_S | 10.6 | very low quality |
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| [GGUF](https://huggingface.co/mradermacher/UIGENT-30B-A3B-i1-GGUF/resolve/main/UIGENT-30B-A3B.i1-Q2_K.gguf) | i1-Q2_K | 11.4 | IQ3_XXS probably better |
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| [GGUF](https://huggingface.co/mradermacher/UIGENT-30B-A3B-i1-GGUF/resolve/main/UIGENT-30B-A3B.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 11.9 | lower quality |
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| [GGUF](https://huggingface.co/mradermacher/UIGENT-30B-A3B-i1-GGUF/resolve/main/UIGENT-30B-A3B.i1-IQ3_XS.gguf) | i1-IQ3_XS | 12.7 | |
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| [GGUF](https://huggingface.co/mradermacher/UIGENT-30B-A3B-i1-GGUF/resolve/main/UIGENT-30B-A3B.i1-Q3_K_S.gguf) | i1-Q3_K_S | 13.4 | IQ3_XS probably better |
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| [GGUF](https://huggingface.co/mradermacher/UIGENT-30B-A3B-i1-GGUF/resolve/main/UIGENT-30B-A3B.i1-IQ3_S.gguf) | i1-IQ3_S | 13.4 | beats Q3_K* |
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| [GGUF](https://huggingface.co/mradermacher/UIGENT-30B-A3B-i1-GGUF/resolve/main/UIGENT-30B-A3B.i1-IQ3_M.gguf) | i1-IQ3_M | 13.6 | |
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| [GGUF](https://huggingface.co/mradermacher/UIGENT-30B-A3B-i1-GGUF/resolve/main/UIGENT-30B-A3B.i1-Q3_K_M.gguf) | i1-Q3_K_M | 14.8 | IQ3_S probably better |
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| [GGUF](https://huggingface.co/mradermacher/UIGENT-30B-A3B-i1-GGUF/resolve/main/UIGENT-30B-A3B.i1-Q3_K_L.gguf) | i1-Q3_K_L | 16.0 | IQ3_M probably better |
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| [GGUF](https://huggingface.co/mradermacher/UIGENT-30B-A3B-i1-GGUF/resolve/main/UIGENT-30B-A3B.i1-IQ4_XS.gguf) | i1-IQ4_XS | 16.5 | |
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| [GGUF](https://huggingface.co/mradermacher/UIGENT-30B-A3B-i1-GGUF/resolve/main/UIGENT-30B-A3B.i1-Q4_0.gguf) | i1-Q4_0 | 17.5 | fast, low quality |
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| [GGUF](https://huggingface.co/mradermacher/UIGENT-30B-A3B-i1-GGUF/resolve/main/UIGENT-30B-A3B.i1-Q4_K_S.gguf) | i1-Q4_K_S | 17.6 | optimal size/speed/quality |
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| [GGUF](https://huggingface.co/mradermacher/UIGENT-30B-A3B-i1-GGUF/resolve/main/UIGENT-30B-A3B.i1-Q4_K_M.gguf) | i1-Q4_K_M | 18.7 | fast, recommended |
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| [GGUF](https://huggingface.co/mradermacher/UIGENT-30B-A3B-i1-GGUF/resolve/main/UIGENT-30B-A3B.i1-Q4_1.gguf) | i1-Q4_1 | 19.3 | |
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| [GGUF](https://huggingface.co/mradermacher/UIGENT-30B-A3B-i1-GGUF/resolve/main/UIGENT-30B-A3B.i1-Q5_K_S.gguf) | i1-Q5_K_S | 21.2 | |
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| [GGUF](https://huggingface.co/mradermacher/UIGENT-30B-A3B-i1-GGUF/resolve/main/UIGENT-30B-A3B.i1-Q5_K_M.gguf) | i1-Q5_K_M | 21.8 | |
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| [GGUF](https://huggingface.co/mradermacher/UIGENT-30B-A3B-i1-GGUF/resolve/main/UIGENT-30B-A3B.i1-Q6_K.gguf) | i1-Q6_K | 25.2 | 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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UIGENT-30B-A3B.i1-Q3_K_S.gguf
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:635dca42ba6e091f4e3a7a0fcacdbb9bbd7c51731a6cd8ee104e2b2137983de0
|
||||
size 13292471680
|
||||
3
UIGENT-30B-A3B.i1-Q4_0.gguf
Normal file
3
UIGENT-30B-A3B.i1-Q4_0.gguf
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:08306efe246ac0ee34337699bdda7b39c6373dc44c51ddce55fd2158c80b19b0
|
||||
size 17379990912
|
||||
3
UIGENT-30B-A3B.i1-Q4_1.gguf
Normal file
3
UIGENT-30B-A3B.i1-Q4_1.gguf
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:226349c634fc53125c21e7805a33dbc167a19ba3d8585256379cc2e6e31083d6
|
||||
size 19192503680
|
||||
3
UIGENT-30B-A3B.i1-Q4_K_M.gguf
Normal file
3
UIGENT-30B-A3B.i1-Q4_K_M.gguf
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:06a79edebad31964670513e36ce80f3f8e4be7dc8536657196b2f535927970b0
|
||||
size 18556689792
|
||||
3
UIGENT-30B-A3B.i1-Q4_K_S.gguf
Normal file
3
UIGENT-30B-A3B.i1-Q4_K_S.gguf
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:81a0acec8edc7a01f1f166a0c8c9cc8003e625dbcfec6d29aa490a996e78bb46
|
||||
size 17456012672
|
||||
3
UIGENT-30B-A3B.i1-Q5_K_M.gguf
Normal file
3
UIGENT-30B-A3B.i1-Q5_K_M.gguf
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:9e8b8c4e6a7a11bfb685cad7904966d69841121648267451fcabe86b51f065f9
|
||||
size 21725584768
|
||||
3
UIGENT-30B-A3B.i1-Q5_K_S.gguf
Normal file
3
UIGENT-30B-A3B.i1-Q5_K_S.gguf
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:ae7bb3d54e6916e90fbcdfc39e5f3f96d99cab0a6a5fa5f83ed0864d819f0d0d
|
||||
size 21080513920
|
||||
3
UIGENT-30B-A3B.i1-Q6_K.gguf
Normal file
3
UIGENT-30B-A3B.i1-Q6_K.gguf
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:72005f174388a0e71127e6e78eb1444c4194cadf28902b0642254224031ef24c
|
||||
size 25092535680
|
||||
3
UIGENT-30B-A3B.imatrix.gguf
Normal file
3
UIGENT-30B-A3B.imatrix.gguf
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:231929483fc547609437061af352893a2f7641f00c01a099a2822b3e02cf140d
|
||||
size 122029312
|
||||
Reference in New Issue
Block a user