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Model: mradermacher/amoral-gemma3-12B-v2-qat-i1-GGUF Source: Original Platform
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---
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base_model: soob3123/amoral-gemma3-12B-v2-qat
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datasets:
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- TheDrummer/AmoralQA-v2
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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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- gemma3
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- analytical-tasks
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- bias-neutralization
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- uncensored
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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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weighted/imatrix quants of https://huggingface.co/soob3123/amoral-gemma3-12B-v2-qat
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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#amoral-gemma3-12B-v2-qat-i1-GGUF).***
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static quants are available at https://huggingface.co/mradermacher/amoral-gemma3-12B-v2-qat-GGUF
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**This is a vision model - mmproj files (if any) will be in the [static repository](https://huggingface.co/mradermacher/amoral-gemma3-12B-v2-qat-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/amoral-gemma3-12B-v2-qat-i1-GGUF/resolve/main/amoral-gemma3-12B-v2-qat.i1-IQ1_S.gguf) | i1-IQ1_S | 3.0 | for the desperate |
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| [GGUF](https://huggingface.co/mradermacher/amoral-gemma3-12B-v2-qat-i1-GGUF/resolve/main/amoral-gemma3-12B-v2-qat.i1-IQ1_M.gguf) | i1-IQ1_M | 3.3 | mostly desperate |
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| [GGUF](https://huggingface.co/mradermacher/amoral-gemma3-12B-v2-qat-i1-GGUF/resolve/main/amoral-gemma3-12B-v2-qat.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 3.6 | |
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| [GGUF](https://huggingface.co/mradermacher/amoral-gemma3-12B-v2-qat-i1-GGUF/resolve/main/amoral-gemma3-12B-v2-qat.i1-IQ2_XS.gguf) | i1-IQ2_XS | 3.9 | |
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| [GGUF](https://huggingface.co/mradermacher/amoral-gemma3-12B-v2-qat-i1-GGUF/resolve/main/amoral-gemma3-12B-v2-qat.i1-IQ2_S.gguf) | i1-IQ2_S | 4.1 | |
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| [GGUF](https://huggingface.co/mradermacher/amoral-gemma3-12B-v2-qat-i1-GGUF/resolve/main/amoral-gemma3-12B-v2-qat.i1-IQ2_M.gguf) | i1-IQ2_M | 4.4 | |
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| [GGUF](https://huggingface.co/mradermacher/amoral-gemma3-12B-v2-qat-i1-GGUF/resolve/main/amoral-gemma3-12B-v2-qat.i1-Q2_K_S.gguf) | i1-Q2_K_S | 4.5 | very low quality |
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| [GGUF](https://huggingface.co/mradermacher/amoral-gemma3-12B-v2-qat-i1-GGUF/resolve/main/amoral-gemma3-12B-v2-qat.i1-Q2_K.gguf) | i1-Q2_K | 4.9 | IQ3_XXS probably better |
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| [GGUF](https://huggingface.co/mradermacher/amoral-gemma3-12B-v2-qat-i1-GGUF/resolve/main/amoral-gemma3-12B-v2-qat.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 4.9 | lower quality |
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| [GGUF](https://huggingface.co/mradermacher/amoral-gemma3-12B-v2-qat-i1-GGUF/resolve/main/amoral-gemma3-12B-v2-qat.i1-IQ3_XS.gguf) | i1-IQ3_XS | 5.3 | |
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| [GGUF](https://huggingface.co/mradermacher/amoral-gemma3-12B-v2-qat-i1-GGUF/resolve/main/amoral-gemma3-12B-v2-qat.i1-IQ3_S.gguf) | i1-IQ3_S | 5.6 | beats Q3_K* |
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| [GGUF](https://huggingface.co/mradermacher/amoral-gemma3-12B-v2-qat-i1-GGUF/resolve/main/amoral-gemma3-12B-v2-qat.i1-Q3_K_S.gguf) | i1-Q3_K_S | 5.6 | IQ3_XS probably better |
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| [GGUF](https://huggingface.co/mradermacher/amoral-gemma3-12B-v2-qat-i1-GGUF/resolve/main/amoral-gemma3-12B-v2-qat.i1-IQ3_M.gguf) | i1-IQ3_M | 5.8 | |
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| [GGUF](https://huggingface.co/mradermacher/amoral-gemma3-12B-v2-qat-i1-GGUF/resolve/main/amoral-gemma3-12B-v2-qat.i1-Q3_K_M.gguf) | i1-Q3_K_M | 6.1 | IQ3_S probably better |
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| [GGUF](https://huggingface.co/mradermacher/amoral-gemma3-12B-v2-qat-i1-GGUF/resolve/main/amoral-gemma3-12B-v2-qat.i1-Q3_K_L.gguf) | i1-Q3_K_L | 6.6 | IQ3_M probably better |
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| [GGUF](https://huggingface.co/mradermacher/amoral-gemma3-12B-v2-qat-i1-GGUF/resolve/main/amoral-gemma3-12B-v2-qat.i1-IQ4_XS.gguf) | i1-IQ4_XS | 6.7 | |
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| [GGUF](https://huggingface.co/mradermacher/amoral-gemma3-12B-v2-qat-i1-GGUF/resolve/main/amoral-gemma3-12B-v2-qat.i1-IQ4_NL.gguf) | i1-IQ4_NL | 7.0 | prefer IQ4_XS |
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| [GGUF](https://huggingface.co/mradermacher/amoral-gemma3-12B-v2-qat-i1-GGUF/resolve/main/amoral-gemma3-12B-v2-qat.i1-Q4_0.gguf) | i1-Q4_0 | 7.0 | fast, low quality |
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| [GGUF](https://huggingface.co/mradermacher/amoral-gemma3-12B-v2-qat-i1-GGUF/resolve/main/amoral-gemma3-12B-v2-qat.i1-Q4_K_S.gguf) | i1-Q4_K_S | 7.0 | optimal size/speed/quality |
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| [GGUF](https://huggingface.co/mradermacher/amoral-gemma3-12B-v2-qat-i1-GGUF/resolve/main/amoral-gemma3-12B-v2-qat.i1-Q4_K_M.gguf) | i1-Q4_K_M | 7.4 | fast, recommended |
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| [GGUF](https://huggingface.co/mradermacher/amoral-gemma3-12B-v2-qat-i1-GGUF/resolve/main/amoral-gemma3-12B-v2-qat.i1-Q4_1.gguf) | i1-Q4_1 | 7.7 | |
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| [GGUF](https://huggingface.co/mradermacher/amoral-gemma3-12B-v2-qat-i1-GGUF/resolve/main/amoral-gemma3-12B-v2-qat.i1-Q5_K_S.gguf) | i1-Q5_K_S | 8.3 | |
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| [GGUF](https://huggingface.co/mradermacher/amoral-gemma3-12B-v2-qat-i1-GGUF/resolve/main/amoral-gemma3-12B-v2-qat.i1-Q5_K_M.gguf) | i1-Q5_K_M | 8.5 | |
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| [GGUF](https://huggingface.co/mradermacher/amoral-gemma3-12B-v2-qat-i1-GGUF/resolve/main/amoral-gemma3-12B-v2-qat.i1-Q6_K.gguf) | i1-Q6_K | 9.8 | 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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size 3164729056
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size 2947415776
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oid sha256:70b06777a9852399cb0eb3d2a0a49fdd3b0ce20574227214625308acdbdcc43d
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size 4310462176
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size 4020711136
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size 3840261856
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size 3526917856
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oid sha256:8cce0423beb8e3a84a68fbc3bbb3a0ea4146f3624d98967b60dd2c83b54005cb
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size 5655723616
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oid sha256:847e4891b266ce7204c9286d4a8475468f0e36b6354e2c2b5cee7b866cc32f25
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size 5458316896
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Normal file
3
amoral-gemma3-12B-v2-qat.i1-IQ3_XS.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:1bde102fd617d763b9ff7b023ffd8f88659bb55740cf79413bf4372649d963ed
|
||||||
|
size 5206167136
|
||||||
3
amoral-gemma3-12B-v2-qat.i1-IQ3_XXS.gguf
Normal file
3
amoral-gemma3-12B-v2-qat.i1-IQ3_XXS.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:77302fc1b20a1a4e780192d828675c062db1d516ff515b06b4af6f958bc83a0c
|
||||||
|
size 4784901856
|
||||||
3
amoral-gemma3-12B-v2-qat.i1-IQ4_NL.gguf
Normal file
3
amoral-gemma3-12B-v2-qat.i1-IQ4_NL.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:69c5dbea8eb0f304d82d6b9487d632a8b1e44a03cf0811a2f8776964f408466d
|
||||||
|
size 6887165536
|
||||||
3
amoral-gemma3-12B-v2-qat.i1-IQ4_XS.gguf
Normal file
3
amoral-gemma3-12B-v2-qat.i1-IQ4_XS.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:e496e9be7464a2330a6805881d8a2d19883c45a2bb12b3e7f4ae85eb7879f75e
|
||||||
|
size 6550965856
|
||||||
3
amoral-gemma3-12B-v2-qat.i1-Q2_K.gguf
Normal file
3
amoral-gemma3-12B-v2-qat.i1-Q2_K.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:d3f0035863794bd538fddd11afdd04f2d8275598834aca0feb4ccc2bb7270dac
|
||||||
|
size 4768222816
|
||||||
3
amoral-gemma3-12B-v2-qat.i1-Q2_K_S.gguf
Normal file
3
amoral-gemma3-12B-v2-qat.i1-Q2_K_S.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:dcb4222ca5332d07fae5ffe89ade1b28110dacaa45baa8d0076f7f31c942d4ba
|
||||||
|
size 4448611936
|
||||||
3
amoral-gemma3-12B-v2-qat.i1-Q3_K_L.gguf
Normal file
3
amoral-gemma3-12B-v2-qat.i1-Q3_K_L.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:9cab16437a637b04e752802f19bb337df53a6958cf99ea7f10ed766774156156
|
||||||
|
size 6480186976
|
||||||
3
amoral-gemma3-12B-v2-qat.i1-Q3_K_M.gguf
Normal file
3
amoral-gemma3-12B-v2-qat.i1-Q3_K_M.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:e4d83b2133b7c0c598fbeb3b5e654474112aae8efe8b0b3bb57d8e98bd8a3c02
|
||||||
|
size 6008819296
|
||||||
3
amoral-gemma3-12B-v2-qat.i1-Q3_K_S.gguf
Normal file
3
amoral-gemma3-12B-v2-qat.i1-Q3_K_S.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:349e125a17238145592226cc50254113a9c81ce8fde05d6d17bf2e5812b2cce5
|
||||||
|
size 5458316896
|
||||||
3
amoral-gemma3-12B-v2-qat.i1-Q4_0.gguf
Normal file
3
amoral-gemma3-12B-v2-qat.i1-Q4_0.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:32bf623afdcb78b7f8d03adc1101797e26bd32d111c436fd533b4638765d0387
|
||||||
|
size 6909283936
|
||||||
3
amoral-gemma3-12B-v2-qat.i1-Q4_1.gguf
Normal file
3
amoral-gemma3-12B-v2-qat.i1-Q4_1.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:cc8734d73c24faa5c8c6864853c025095411ed564dd2cb9ff64ecb4932ef3cf4
|
||||||
|
size 7559564896
|
||||||
3
amoral-gemma3-12B-v2-qat.i1-Q4_K_M.gguf
Normal file
3
amoral-gemma3-12B-v2-qat.i1-Q4_K_M.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:6188bcdb23249f2a1ddd83e7d9cf68b4b1c3a0a8e5fee72e160206d8afec3511
|
||||||
|
size 7300779616
|
||||||
3
amoral-gemma3-12B-v2-qat.i1-Q4_K_S.gguf
Normal file
3
amoral-gemma3-12B-v2-qat.i1-Q4_K_S.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:983ece0e535fc901ad3b5646ab302ae1dd9494791c295d0c6adb12230f411630
|
||||||
|
size 6935334496
|
||||||
3
amoral-gemma3-12B-v2-qat.i1-Q5_K_M.gguf
Normal file
3
amoral-gemma3-12B-v2-qat.i1-Q5_K_M.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:7e32d9c98f6d416021fc7fdf1f96c5af1b0099c06770b56c4c8f7a2f7ac25df0
|
||||||
|
size 8445038176
|
||||||
3
amoral-gemma3-12B-v2-qat.i1-Q5_K_S.gguf
Normal file
3
amoral-gemma3-12B-v2-qat.i1-Q5_K_S.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:9ae0ad2f2ed4161528e7c0ae91af747d62164e62dda44d5a59872c6456aa16a1
|
||||||
|
size 8231964256
|
||||||
3
amoral-gemma3-12B-v2-qat.i1-Q6_K.gguf
Normal file
3
amoral-gemma3-12B-v2-qat.i1-Q6_K.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:f007b43678d1f9a6a75b10438db0f17811d7e1c93fc609b2b1ee00c16d45e764
|
||||||
|
size 9660812896
|
||||||
3
imatrix.dat
Normal file
3
imatrix.dat
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:4a9c664768805267f30c43cce6655edbbdcb803f654530fc5e5dcfa275a71574
|
||||||
|
size 7433101
|
||||||
Reference in New Issue
Block a user