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Model: mradermacher/SOLAR-10.7B-v1.0-i1-GGUF Source: Original Platform
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---
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base_model: upstage/SOLAR-10.7B-v1.0
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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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quantized_by: mradermacher
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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/upstage/SOLAR-10.7B-v1.0
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<!-- provided-files -->
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static quants are available at https://huggingface.co/mradermacher/SOLAR-10.7B-v1.0-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/SOLAR-10.7B-v1.0-i1-GGUF/resolve/main/SOLAR-10.7B-v1.0.i1-IQ1_S.gguf) | i1-IQ1_S | 2.5 | for the desperate |
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| [GGUF](https://huggingface.co/mradermacher/SOLAR-10.7B-v1.0-i1-GGUF/resolve/main/SOLAR-10.7B-v1.0.i1-IQ1_M.gguf) | i1-IQ1_M | 2.7 | mostly desperate |
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| [GGUF](https://huggingface.co/mradermacher/SOLAR-10.7B-v1.0-i1-GGUF/resolve/main/SOLAR-10.7B-v1.0.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 3.0 | |
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| [GGUF](https://huggingface.co/mradermacher/SOLAR-10.7B-v1.0-i1-GGUF/resolve/main/SOLAR-10.7B-v1.0.i1-IQ2_XS.gguf) | i1-IQ2_XS | 3.3 | |
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| [GGUF](https://huggingface.co/mradermacher/SOLAR-10.7B-v1.0-i1-GGUF/resolve/main/SOLAR-10.7B-v1.0.i1-IQ2_S.gguf) | i1-IQ2_S | 3.5 | |
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| [GGUF](https://huggingface.co/mradermacher/SOLAR-10.7B-v1.0-i1-GGUF/resolve/main/SOLAR-10.7B-v1.0.i1-IQ2_M.gguf) | i1-IQ2_M | 3.8 | |
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| [GGUF](https://huggingface.co/mradermacher/SOLAR-10.7B-v1.0-i1-GGUF/resolve/main/SOLAR-10.7B-v1.0.i1-Q2_K.gguf) | i1-Q2_K | 4.1 | IQ3_XXS probably better |
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| [GGUF](https://huggingface.co/mradermacher/SOLAR-10.7B-v1.0-i1-GGUF/resolve/main/SOLAR-10.7B-v1.0.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 4.3 | lower quality |
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| [GGUF](https://huggingface.co/mradermacher/SOLAR-10.7B-v1.0-i1-GGUF/resolve/main/SOLAR-10.7B-v1.0.i1-IQ3_XS.gguf) | i1-IQ3_XS | 4.5 | |
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| [GGUF](https://huggingface.co/mradermacher/SOLAR-10.7B-v1.0-i1-GGUF/resolve/main/SOLAR-10.7B-v1.0.i1-Q3_K_S.gguf) | i1-Q3_K_S | 4.8 | IQ3_XS probably better |
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| [GGUF](https://huggingface.co/mradermacher/SOLAR-10.7B-v1.0-i1-GGUF/resolve/main/SOLAR-10.7B-v1.0.i1-IQ3_S.gguf) | i1-IQ3_S | 4.8 | beats Q3_K* |
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| [GGUF](https://huggingface.co/mradermacher/SOLAR-10.7B-v1.0-i1-GGUF/resolve/main/SOLAR-10.7B-v1.0.i1-IQ3_M.gguf) | i1-IQ3_M | 4.9 | |
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| [GGUF](https://huggingface.co/mradermacher/SOLAR-10.7B-v1.0-i1-GGUF/resolve/main/SOLAR-10.7B-v1.0.i1-Q3_K_M.gguf) | i1-Q3_K_M | 5.3 | IQ3_S probably better |
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| [GGUF](https://huggingface.co/mradermacher/SOLAR-10.7B-v1.0-i1-GGUF/resolve/main/SOLAR-10.7B-v1.0.i1-Q3_K_L.gguf) | i1-Q3_K_L | 5.8 | IQ3_M probably better |
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| [GGUF](https://huggingface.co/mradermacher/SOLAR-10.7B-v1.0-i1-GGUF/resolve/main/SOLAR-10.7B-v1.0.i1-IQ4_XS.gguf) | i1-IQ4_XS | 5.9 | |
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| [GGUF](https://huggingface.co/mradermacher/SOLAR-10.7B-v1.0-i1-GGUF/resolve/main/SOLAR-10.7B-v1.0.i1-Q4_0_4_4.gguf) | i1-Q4_0_4_4 | 6.2 | fast on arm, low quality |
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| [GGUF](https://huggingface.co/mradermacher/SOLAR-10.7B-v1.0-i1-GGUF/resolve/main/SOLAR-10.7B-v1.0.i1-Q4_0_4_8.gguf) | i1-Q4_0_4_8 | 6.2 | fast on arm+i8mm, low quality |
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| [GGUF](https://huggingface.co/mradermacher/SOLAR-10.7B-v1.0-i1-GGUF/resolve/main/SOLAR-10.7B-v1.0.i1-Q4_0_8_8.gguf) | i1-Q4_0_8_8 | 6.2 | fast on arm+sve, low quality |
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| [GGUF](https://huggingface.co/mradermacher/SOLAR-10.7B-v1.0-i1-GGUF/resolve/main/SOLAR-10.7B-v1.0.i1-Q4_0.gguf) | i1-Q4_0 | 6.2 | fast, low quality |
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| [GGUF](https://huggingface.co/mradermacher/SOLAR-10.7B-v1.0-i1-GGUF/resolve/main/SOLAR-10.7B-v1.0.i1-Q4_K_S.gguf) | i1-Q4_K_S | 6.2 | optimal size/speed/quality |
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| [GGUF](https://huggingface.co/mradermacher/SOLAR-10.7B-v1.0-i1-GGUF/resolve/main/SOLAR-10.7B-v1.0.i1-Q4_K_M.gguf) | i1-Q4_K_M | 6.6 | fast, recommended |
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| [GGUF](https://huggingface.co/mradermacher/SOLAR-10.7B-v1.0-i1-GGUF/resolve/main/SOLAR-10.7B-v1.0.i1-Q5_K_S.gguf) | i1-Q5_K_S | 7.5 | |
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| [GGUF](https://huggingface.co/mradermacher/SOLAR-10.7B-v1.0-i1-GGUF/resolve/main/SOLAR-10.7B-v1.0.i1-Q5_K_M.gguf) | i1-Q5_K_M | 7.7 | |
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| [GGUF](https://huggingface.co/mradermacher/SOLAR-10.7B-v1.0-i1-GGUF/resolve/main/SOLAR-10.7B-v1.0.i1-Q6_K.gguf) | i1-Q6_K | 8.9 | 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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SOLAR-10.7B-v1.0.i1-Q4_0.gguf
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:2d9c7d9f3af8d2ee59ab94a97e757c154807f16dcc6b1a836d5d827f1fb29f29
|
||||
size 6094404704
|
||||
3
SOLAR-10.7B-v1.0.i1-Q4_0_4_4.gguf
Normal file
3
SOLAR-10.7B-v1.0.i1-Q4_0_4_4.gguf
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:e1863e4ee4aacd3207a95d6e7c33a267be13d673e31355f531a958685ce55abe
|
||||
size 6072384608
|
||||
3
SOLAR-10.7B-v1.0.i1-Q4_0_4_8.gguf
Normal file
3
SOLAR-10.7B-v1.0.i1-Q4_0_4_8.gguf
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:2a1de4cc4cf9f895b09d1eef3728f514dc34220dc2aa4bc32b16e3ae726ae2ae
|
||||
size 6072384608
|
||||
3
SOLAR-10.7B-v1.0.i1-Q4_0_8_8.gguf
Normal file
3
SOLAR-10.7B-v1.0.i1-Q4_0_8_8.gguf
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:20e33d67a0b4a6acd57eefc82c7f7c7ef7dc2088d4132e741a75115e9278bc54
|
||||
size 6072384608
|
||||
3
SOLAR-10.7B-v1.0.i1-Q4_K_M.gguf
Normal file
3
SOLAR-10.7B-v1.0.i1-Q4_K_M.gguf
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:cb7c1fb048ede311a9cafb65bcf1cb9bcfcd4635ce0a09c27cc052d8e30dd4cc
|
||||
size 6461668448
|
||||
3
SOLAR-10.7B-v1.0.i1-Q4_K_S.gguf
Normal file
3
SOLAR-10.7B-v1.0.i1-Q4_K_S.gguf
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:3db134169076f4278b173442123c6869f648f1318be8482ef9a6273ca2f4f162
|
||||
size 6118521952
|
||||
3
SOLAR-10.7B-v1.0.i1-Q5_K_M.gguf
Normal file
3
SOLAR-10.7B-v1.0.i1-Q5_K_M.gguf
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:b5cfb0ce430357ead01f50c73f0ce9154021e8051ddb7506315ed7e5eea90040
|
||||
size 7597931616
|
||||
3
SOLAR-10.7B-v1.0.i1-Q5_K_S.gguf
Normal file
3
SOLAR-10.7B-v1.0.i1-Q5_K_S.gguf
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:1ceb33d2fcda8f558d6d2dae56ebc7c2cc9f93a694c412c93819ceb225da7ad7
|
||||
size 7397391456
|
||||
3
SOLAR-10.7B-v1.0.i1-Q6_K.gguf
Normal file
3
SOLAR-10.7B-v1.0.i1-Q6_K.gguf
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:174c21d7ecd90aee10fa01ddab539030937f2a9ad63a1caa946c7652a7941e00
|
||||
size 8805211232
|
||||
3
imatrix.dat
Normal file
3
imatrix.dat
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:6d55036c67654452a21b892412f8f1e575fc58ec279821cb88f83b790bc2dcba
|
||||
size 7482253
|
||||
Reference in New Issue
Block a user