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Model: mradermacher/XiYanSQL-QwenCoder-14B-2504-i1-GGUF Source: Original Platform
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---
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base_model: XGenerationLab/XiYanSQL-QwenCoder-14B-2504
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language:
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- en
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- zh
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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-to-SQL
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- SQL
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- NL2SQL
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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/XGenerationLab/XiYanSQL-QwenCoder-14B-2504
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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#XiYanSQL-QwenCoder-14B-2504-i1-GGUF).***
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static quants are available at https://huggingface.co/mradermacher/XiYanSQL-QwenCoder-14B-2504-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/XiYanSQL-QwenCoder-14B-2504-i1-GGUF/resolve/main/XiYanSQL-QwenCoder-14B-2504.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) |
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| [GGUF](https://huggingface.co/mradermacher/XiYanSQL-QwenCoder-14B-2504-i1-GGUF/resolve/main/XiYanSQL-QwenCoder-14B-2504.i1-IQ1_S.gguf) | i1-IQ1_S | 3.7 | for the desperate |
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| [GGUF](https://huggingface.co/mradermacher/XiYanSQL-QwenCoder-14B-2504-i1-GGUF/resolve/main/XiYanSQL-QwenCoder-14B-2504.i1-IQ1_M.gguf) | i1-IQ1_M | 4.0 | mostly desperate |
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| [GGUF](https://huggingface.co/mradermacher/XiYanSQL-QwenCoder-14B-2504-i1-GGUF/resolve/main/XiYanSQL-QwenCoder-14B-2504.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 4.4 | |
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| [GGUF](https://huggingface.co/mradermacher/XiYanSQL-QwenCoder-14B-2504-i1-GGUF/resolve/main/XiYanSQL-QwenCoder-14B-2504.i1-IQ2_XS.gguf) | i1-IQ2_XS | 4.8 | |
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| [GGUF](https://huggingface.co/mradermacher/XiYanSQL-QwenCoder-14B-2504-i1-GGUF/resolve/main/XiYanSQL-QwenCoder-14B-2504.i1-IQ2_S.gguf) | i1-IQ2_S | 5.1 | |
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| [GGUF](https://huggingface.co/mradermacher/XiYanSQL-QwenCoder-14B-2504-i1-GGUF/resolve/main/XiYanSQL-QwenCoder-14B-2504.i1-IQ2_M.gguf) | i1-IQ2_M | 5.5 | |
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| [GGUF](https://huggingface.co/mradermacher/XiYanSQL-QwenCoder-14B-2504-i1-GGUF/resolve/main/XiYanSQL-QwenCoder-14B-2504.i1-Q2_K_S.gguf) | i1-Q2_K_S | 5.5 | very low quality |
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| [GGUF](https://huggingface.co/mradermacher/XiYanSQL-QwenCoder-14B-2504-i1-GGUF/resolve/main/XiYanSQL-QwenCoder-14B-2504.i1-Q2_K.gguf) | i1-Q2_K | 5.9 | IQ3_XXS probably better |
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| [GGUF](https://huggingface.co/mradermacher/XiYanSQL-QwenCoder-14B-2504-i1-GGUF/resolve/main/XiYanSQL-QwenCoder-14B-2504.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 6.0 | lower quality |
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| [GGUF](https://huggingface.co/mradermacher/XiYanSQL-QwenCoder-14B-2504-i1-GGUF/resolve/main/XiYanSQL-QwenCoder-14B-2504.i1-IQ3_XS.gguf) | i1-IQ3_XS | 6.5 | |
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| [GGUF](https://huggingface.co/mradermacher/XiYanSQL-QwenCoder-14B-2504-i1-GGUF/resolve/main/XiYanSQL-QwenCoder-14B-2504.i1-Q3_K_S.gguf) | i1-Q3_K_S | 6.8 | IQ3_XS probably better |
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| [GGUF](https://huggingface.co/mradermacher/XiYanSQL-QwenCoder-14B-2504-i1-GGUF/resolve/main/XiYanSQL-QwenCoder-14B-2504.i1-IQ3_S.gguf) | i1-IQ3_S | 6.8 | beats Q3_K* |
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| [GGUF](https://huggingface.co/mradermacher/XiYanSQL-QwenCoder-14B-2504-i1-GGUF/resolve/main/XiYanSQL-QwenCoder-14B-2504.i1-IQ3_M.gguf) | i1-IQ3_M | 7.0 | |
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| [GGUF](https://huggingface.co/mradermacher/XiYanSQL-QwenCoder-14B-2504-i1-GGUF/resolve/main/XiYanSQL-QwenCoder-14B-2504.i1-Q3_K_M.gguf) | i1-Q3_K_M | 7.4 | IQ3_S probably better |
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| [GGUF](https://huggingface.co/mradermacher/XiYanSQL-QwenCoder-14B-2504-i1-GGUF/resolve/main/XiYanSQL-QwenCoder-14B-2504.i1-Q3_K_L.gguf) | i1-Q3_K_L | 8.0 | IQ3_M probably better |
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| [GGUF](https://huggingface.co/mradermacher/XiYanSQL-QwenCoder-14B-2504-i1-GGUF/resolve/main/XiYanSQL-QwenCoder-14B-2504.i1-IQ4_XS.gguf) | i1-IQ4_XS | 8.2 | |
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| [GGUF](https://huggingface.co/mradermacher/XiYanSQL-QwenCoder-14B-2504-i1-GGUF/resolve/main/XiYanSQL-QwenCoder-14B-2504.i1-Q4_0.gguf) | i1-Q4_0 | 8.6 | fast, low quality |
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| [GGUF](https://huggingface.co/mradermacher/XiYanSQL-QwenCoder-14B-2504-i1-GGUF/resolve/main/XiYanSQL-QwenCoder-14B-2504.i1-IQ4_NL.gguf) | i1-IQ4_NL | 8.6 | prefer IQ4_XS |
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| [GGUF](https://huggingface.co/mradermacher/XiYanSQL-QwenCoder-14B-2504-i1-GGUF/resolve/main/XiYanSQL-QwenCoder-14B-2504.i1-Q4_K_S.gguf) | i1-Q4_K_S | 8.7 | optimal size/speed/quality |
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| [GGUF](https://huggingface.co/mradermacher/XiYanSQL-QwenCoder-14B-2504-i1-GGUF/resolve/main/XiYanSQL-QwenCoder-14B-2504.i1-Q4_K_M.gguf) | i1-Q4_K_M | 9.1 | fast, recommended |
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| [GGUF](https://huggingface.co/mradermacher/XiYanSQL-QwenCoder-14B-2504-i1-GGUF/resolve/main/XiYanSQL-QwenCoder-14B-2504.i1-Q4_1.gguf) | i1-Q4_1 | 9.5 | |
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| [GGUF](https://huggingface.co/mradermacher/XiYanSQL-QwenCoder-14B-2504-i1-GGUF/resolve/main/XiYanSQL-QwenCoder-14B-2504.i1-Q5_K_S.gguf) | i1-Q5_K_S | 10.4 | |
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| [GGUF](https://huggingface.co/mradermacher/XiYanSQL-QwenCoder-14B-2504-i1-GGUF/resolve/main/XiYanSQL-QwenCoder-14B-2504.i1-Q5_K_M.gguf) | i1-Q5_K_M | 10.6 | |
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| [GGUF](https://huggingface.co/mradermacher/XiYanSQL-QwenCoder-14B-2504-i1-GGUF/resolve/main/XiYanSQL-QwenCoder-14B-2504.i1-Q6_K.gguf) | i1-Q6_K | 12.2 | 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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3
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version https://git-lfs.github.com/spec/v1
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oid sha256:c3cf0430215dd6f282a1db382962eeceabfc53d32fe0df106ab674c8101eb498
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size 3872309856
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oid sha256:6eb24edb84d621b56959368abcf1df4fb28fb00e4552a811cb9570c9271b87fd
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size 3607994976
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oid sha256:e6b41a22e2ba1a8d45c971b63d66f6d81c5617b3022db4aa4b39ea39e0dd4141
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size 5356147296
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oid sha256:798c5d25172c89bd4d596cd03c3b2e568e084335a64dea0045a538ed9c35bc3c
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size 5003727456
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version https://git-lfs.github.com/spec/v1
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oid sha256:12317e901bb262b4292b1e4d6adf7408bf8a885c7ee12a4ed19f1b1537f9dd2b
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size 4704576096
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version https://git-lfs.github.com/spec/v1
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oid sha256:f7f5ebd62f2290b7d04a7e98700305e329d32cd809e7922065791c7a72477c24
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size 4312834656
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oid sha256:ac399839231f674d14e97e2e98df35e1e9fab0847221d806b6e604076975f28f
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size 6916538976
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|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:3e87886c9a34588a6d2957c18bf1ca6d55d96941687d9f74346bc069713a5e94
|
||||||
|
size 6693020256
|
||||||
3
XiYanSQL-QwenCoder-14B-2504.i1-IQ3_XS.gguf
Normal file
3
XiYanSQL-QwenCoder-14B-2504.i1-IQ3_XS.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:c7694601922afab6d9f901c9620d23b78d124326baaa9104083c52f9c4a40ea8
|
||||||
|
size 6383362656
|
||||||
3
XiYanSQL-QwenCoder-14B-2504.i1-IQ3_XXS.gguf
Normal file
3
XiYanSQL-QwenCoder-14B-2504.i1-IQ3_XXS.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:9ee6a23430fb86ccc71377b582930fa78f107325dfea5796e99c78594a78fc4b
|
||||||
|
size 5946708576
|
||||||
3
XiYanSQL-QwenCoder-14B-2504.i1-IQ4_NL.gguf
Normal file
3
XiYanSQL-QwenCoder-14B-2504.i1-IQ4_NL.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:e321ba45b3e8d36e4def02992b3c1c507ccce57f34b638a4139149aea500edc0
|
||||||
|
size 8549184096
|
||||||
3
XiYanSQL-QwenCoder-14B-2504.i1-IQ4_XS.gguf
Normal file
3
XiYanSQL-QwenCoder-14B-2504.i1-IQ4_XS.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:2ef706d5cd4e8e0c2380d7b4015b65472590096d6b495c8479fbb0b6398609a4
|
||||||
|
size 8119841376
|
||||||
3
XiYanSQL-QwenCoder-14B-2504.i1-Q2_K.gguf
Normal file
3
XiYanSQL-QwenCoder-14B-2504.i1-Q2_K.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:6d666551257e742bd222a8ea447277d52f110b600777c2f92b7163ca919d326c
|
||||||
|
size 5770498656
|
||||||
3
XiYanSQL-QwenCoder-14B-2504.i1-Q2_K_S.gguf
Normal file
3
XiYanSQL-QwenCoder-14B-2504.i1-Q2_K_S.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:e6da58b232af204b67204dcd6b2f458de29014f49439988bf0b75ac928d3387b
|
||||||
|
size 5397189216
|
||||||
3
XiYanSQL-QwenCoder-14B-2504.i1-Q3_K_L.gguf
Normal file
3
XiYanSQL-QwenCoder-14B-2504.i1-Q3_K_L.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:ee97e6bf871e960b3ef7342435e28f853c1464addd86f0e25761ab9791c49885
|
||||||
|
size 7924769376
|
||||||
3
XiYanSQL-QwenCoder-14B-2504.i1-Q3_K_M.gguf
Normal file
3
XiYanSQL-QwenCoder-14B-2504.i1-Q3_K_M.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:a9df941b10b4b4ac0793a9e78fd2cdfadcfbdf7ee98d4dc9a72d006725e2e8b4
|
||||||
|
size 7339205216
|
||||||
3
XiYanSQL-QwenCoder-14B-2504.i1-Q3_K_S.gguf
Normal file
3
XiYanSQL-QwenCoder-14B-2504.i1-Q3_K_S.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:b957e7edddf25e3e3cd3a6cb335a109fe59513e353fa4f2b1455cb826db9f0ae
|
||||||
|
size 6659596896
|
||||||
3
XiYanSQL-QwenCoder-14B-2504.i1-Q4_0.gguf
Normal file
3
XiYanSQL-QwenCoder-14B-2504.i1-Q4_0.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:47402996e5a3c7d83422e5868d1b325d37a58ea486acc9cfb80317e3ceaf29de
|
||||||
|
size 8544268896
|
||||||
3
XiYanSQL-QwenCoder-14B-2504.i1-Q4_1.gguf
Normal file
3
XiYanSQL-QwenCoder-14B-2504.i1-Q4_1.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:7eb330278e538340702c09bc00858fb998b45edd9ca64b10a1b42805f3ac9183
|
||||||
|
size 9392140896
|
||||||
3
XiYanSQL-QwenCoder-14B-2504.i1-Q4_K_M.gguf
Normal file
3
XiYanSQL-QwenCoder-14B-2504.i1-Q4_K_M.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:b19b774250c3c0207bcfe7a715d15e501116f2bbbc2a901b2183999e4043ffd2
|
||||||
|
size 8988111456
|
||||||
3
XiYanSQL-QwenCoder-14B-2504.i1-Q4_K_S.gguf
Normal file
3
XiYanSQL-QwenCoder-14B-2504.i1-Q4_K_S.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:372c3049c7dbbc5bbefe851cd968fa3bf9a3715df51b3c53e9c745176745c605
|
||||||
|
size 8573432416
|
||||||
3
XiYanSQL-QwenCoder-14B-2504.i1-Q5_K_M.gguf
Normal file
3
XiYanSQL-QwenCoder-14B-2504.i1-Q5_K_M.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:e72680809c839579cceaa16902ae8e7212a5d221a55fa9e60a9cc5f525256bbd
|
||||||
|
size 10508874336
|
||||||
3
XiYanSQL-QwenCoder-14B-2504.i1-Q5_K_S.gguf
Normal file
3
XiYanSQL-QwenCoder-14B-2504.i1-Q5_K_S.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:1e61dc97f361444f2387731e002d0804d997c85fdb6b32a97aa7def2c401f115
|
||||||
|
size 10266554976
|
||||||
3
XiYanSQL-QwenCoder-14B-2504.i1-Q6_K.gguf
Normal file
3
XiYanSQL-QwenCoder-14B-2504.i1-Q6_K.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:d6e52a69b646eb0a43942c4a80c3e03736cbf7e7b9a246bf3c0612d14f6768bc
|
||||||
|
size 12124684896
|
||||||
3
XiYanSQL-QwenCoder-14B-2504.imatrix.gguf
Normal file
3
XiYanSQL-QwenCoder-14B-2504.imatrix.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:33ddc4bb58ed2deca28fee843d87c2ee9c13f534c2c6a74add99dc701c2431b7
|
||||||
|
size 8604128
|
||||||
Reference in New Issue
Block a user