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Model: mradermacher/gemma-orchid-7b-dpo-i1-GGUF Source: Original Platform
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---
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base_model: macadeliccc/gemma-orchid-7b-dpo
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datasets:
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- Thermostatic/flowers
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- jondurbin/truthy-dpo-v0.1
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- Intel/orca_dpo_pairs
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- glaiveai/glaive-function-calling-v2
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language:
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- en
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library_name: transformers
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license: other
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license_link: https://ai.google.dev/gemma/terms
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license_name: gemma-terms-of-use
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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/macadeliccc/gemma-orchid-7b-dpo
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<!-- provided-files -->
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static quants are available at https://huggingface.co/mradermacher/gemma-orchid-7b-dpo-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/gemma-orchid-7b-dpo-i1-GGUF/resolve/main/gemma-orchid-7b-dpo.i1-IQ1_S.gguf) | i1-IQ1_S | 2.3 | for the desperate |
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| [GGUF](https://huggingface.co/mradermacher/gemma-orchid-7b-dpo-i1-GGUF/resolve/main/gemma-orchid-7b-dpo.i1-IQ1_M.gguf) | i1-IQ1_M | 2.4 | mostly desperate |
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| [GGUF](https://huggingface.co/mradermacher/gemma-orchid-7b-dpo-i1-GGUF/resolve/main/gemma-orchid-7b-dpo.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 2.7 | |
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| [GGUF](https://huggingface.co/mradermacher/gemma-orchid-7b-dpo-i1-GGUF/resolve/main/gemma-orchid-7b-dpo.i1-IQ2_XS.gguf) | i1-IQ2_XS | 2.9 | |
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| [GGUF](https://huggingface.co/mradermacher/gemma-orchid-7b-dpo-i1-GGUF/resolve/main/gemma-orchid-7b-dpo.i1-IQ2_S.gguf) | i1-IQ2_S | 3.0 | |
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| [GGUF](https://huggingface.co/mradermacher/gemma-orchid-7b-dpo-i1-GGUF/resolve/main/gemma-orchid-7b-dpo.i1-IQ2_M.gguf) | i1-IQ2_M | 3.2 | |
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| [GGUF](https://huggingface.co/mradermacher/gemma-orchid-7b-dpo-i1-GGUF/resolve/main/gemma-orchid-7b-dpo.i1-Q2_K.gguf) | i1-Q2_K | 3.6 | IQ3_XXS probably better |
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| [GGUF](https://huggingface.co/mradermacher/gemma-orchid-7b-dpo-i1-GGUF/resolve/main/gemma-orchid-7b-dpo.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 3.6 | lower quality |
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| [GGUF](https://huggingface.co/mradermacher/gemma-orchid-7b-dpo-i1-GGUF/resolve/main/gemma-orchid-7b-dpo.i1-IQ3_XS.gguf) | i1-IQ3_XS | 3.9 | |
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| [GGUF](https://huggingface.co/mradermacher/gemma-orchid-7b-dpo-i1-GGUF/resolve/main/gemma-orchid-7b-dpo.i1-IQ3_S.gguf) | i1-IQ3_S | 4.1 | beats Q3_K* |
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| [GGUF](https://huggingface.co/mradermacher/gemma-orchid-7b-dpo-i1-GGUF/resolve/main/gemma-orchid-7b-dpo.i1-Q3_K_S.gguf) | i1-Q3_K_S | 4.1 | IQ3_XS probably better |
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| [GGUF](https://huggingface.co/mradermacher/gemma-orchid-7b-dpo-i1-GGUF/resolve/main/gemma-orchid-7b-dpo.i1-IQ3_M.gguf) | i1-IQ3_M | 4.2 | |
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| [GGUF](https://huggingface.co/mradermacher/gemma-orchid-7b-dpo-i1-GGUF/resolve/main/gemma-orchid-7b-dpo.i1-Q3_K_M.gguf) | i1-Q3_K_M | 4.5 | IQ3_S probably better |
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| [GGUF](https://huggingface.co/mradermacher/gemma-orchid-7b-dpo-i1-GGUF/resolve/main/gemma-orchid-7b-dpo.i1-Q3_K_L.gguf) | i1-Q3_K_L | 4.8 | IQ3_M probably better |
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| [GGUF](https://huggingface.co/mradermacher/gemma-orchid-7b-dpo-i1-GGUF/resolve/main/gemma-orchid-7b-dpo.i1-IQ4_XS.gguf) | i1-IQ4_XS | 4.9 | |
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| [GGUF](https://huggingface.co/mradermacher/gemma-orchid-7b-dpo-i1-GGUF/resolve/main/gemma-orchid-7b-dpo.i1-Q4_0_4_4.gguf) | i1-Q4_0_4_4 | 5.1 | fast on arm, low quality |
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| [GGUF](https://huggingface.co/mradermacher/gemma-orchid-7b-dpo-i1-GGUF/resolve/main/gemma-orchid-7b-dpo.i1-Q4_0_4_8.gguf) | i1-Q4_0_4_8 | 5.1 | fast on arm+i8mm, low quality |
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| [GGUF](https://huggingface.co/mradermacher/gemma-orchid-7b-dpo-i1-GGUF/resolve/main/gemma-orchid-7b-dpo.i1-Q4_0_8_8.gguf) | i1-Q4_0_8_8 | 5.1 | fast on arm+sve, low quality |
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| [GGUF](https://huggingface.co/mradermacher/gemma-orchid-7b-dpo-i1-GGUF/resolve/main/gemma-orchid-7b-dpo.i1-Q4_0.gguf) | i1-Q4_0 | 5.1 | fast, low quality |
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| [GGUF](https://huggingface.co/mradermacher/gemma-orchid-7b-dpo-i1-GGUF/resolve/main/gemma-orchid-7b-dpo.i1-Q4_K_S.gguf) | i1-Q4_K_S | 5.1 | optimal size/speed/quality |
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| [GGUF](https://huggingface.co/mradermacher/gemma-orchid-7b-dpo-i1-GGUF/resolve/main/gemma-orchid-7b-dpo.i1-Q4_K_M.gguf) | i1-Q4_K_M | 5.4 | fast, recommended |
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| [GGUF](https://huggingface.co/mradermacher/gemma-orchid-7b-dpo-i1-GGUF/resolve/main/gemma-orchid-7b-dpo.i1-Q5_K_S.gguf) | i1-Q5_K_S | 6.1 | |
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| [GGUF](https://huggingface.co/mradermacher/gemma-orchid-7b-dpo-i1-GGUF/resolve/main/gemma-orchid-7b-dpo.i1-Q5_K_M.gguf) | i1-Q5_K_M | 6.2 | |
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| [GGUF](https://huggingface.co/mradermacher/gemma-orchid-7b-dpo-i1-GGUF/resolve/main/gemma-orchid-7b-dpo.i1-Q6_K.gguf) | i1-Q6_K | 7.1 | 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 4769623776
|
||||||
3
gemma-orchid-7b-dpo.i1-Q2_K.gguf
Normal file
3
gemma-orchid-7b-dpo.i1-Q2_K.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:dde8036db7a74b5843ac02f84ea55846cc582d44052d49fb1441e234a8cc80a6
|
||||||
|
size 3481448160
|
||||||
3
gemma-orchid-7b-dpo.i1-Q3_K_L.gguf
Normal file
3
gemma-orchid-7b-dpo.i1-Q3_K_L.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:da93cc3e7b007dc8be4cb2c1ec9d074fbf461870d6173ca432f8cd95faa34452
|
||||||
|
size 4709068512
|
||||||
3
gemma-orchid-7b-dpo.i1-Q3_K_M.gguf
Normal file
3
gemma-orchid-7b-dpo.i1-Q3_K_M.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:7e4ede10ddf6fc92b47cb6544b6aeb781f0c496b5520ef30cfc9dc9f6655841c
|
||||||
|
size 4369329888
|
||||||
3
gemma-orchid-7b-dpo.i1-Q3_K_S.gguf
Normal file
3
gemma-orchid-7b-dpo.i1-Q3_K_S.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:76cfcd46444765d808d5a1236282bdde098fcaee28846f4fcd90992feb07092e
|
||||||
|
size 3982405344
|
||||||
3
gemma-orchid-7b-dpo.i1-Q4_0.gguf
Normal file
3
gemma-orchid-7b-dpo.i1-Q4_0.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:41d547c116edd1d07463fdac9e7dd55831043cdf9bc0ee16cf934636eebdccf6
|
||||||
|
size 5026000608
|
||||||
3
gemma-orchid-7b-dpo.i1-Q4_0_4_4.gguf
Normal file
3
gemma-orchid-7b-dpo.i1-Q4_0_4_4.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:ad0ea3a47721250192a186ef17effc478275a89f86d1ab5018a8fd93542aa0df
|
||||||
|
size 5011844832
|
||||||
3
gemma-orchid-7b-dpo.i1-Q4_0_4_8.gguf
Normal file
3
gemma-orchid-7b-dpo.i1-Q4_0_4_8.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:a261aeba73e00d6992b359ecc622edf7d9ea745ff47e6fbd31d375769ee9e1b5
|
||||||
|
size 5011844832
|
||||||
3
gemma-orchid-7b-dpo.i1-Q4_0_8_8.gguf
Normal file
3
gemma-orchid-7b-dpo.i1-Q4_0_8_8.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:71501255104c884e0f8262a0a8d4510e6e5a701a842c8365318635310a5bed9b
|
||||||
|
size 5011844832
|
||||||
3
gemma-orchid-7b-dpo.i1-Q4_K_M.gguf
Normal file
3
gemma-orchid-7b-dpo.i1-Q4_K_M.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:55f0538b52aa987651fcb5ec451dc13bb855d70c455d64276c37021814024059
|
||||||
|
size 5329759968
|
||||||
3
gemma-orchid-7b-dpo.i1-Q4_K_S.gguf
Normal file
3
gemma-orchid-7b-dpo.i1-Q4_K_S.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:ebaabe938dbb9691acf93c601a753edd987ab2829704e1d0e870faf078b44c21
|
||||||
|
size 5046447840
|
||||||
3
gemma-orchid-7b-dpo.i1-Q5_K_M.gguf
Normal file
3
gemma-orchid-7b-dpo.i1-Q5_K_M.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:8fc9fb756b10a98dc5232b3322e8bc061841e8e9d663b56be4ba83155f64af47
|
||||||
|
size 6144503520
|
||||||
3
gemma-orchid-7b-dpo.i1-Q5_K_S.gguf
Normal file
3
gemma-orchid-7b-dpo.i1-Q5_K_S.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:e226854445cebb2fd9b303c43ee9d595456508354271ffc7428614509e5e71c3
|
||||||
|
size 5980729056
|
||||||
3
gemma-orchid-7b-dpo.i1-Q6_K.gguf
Normal file
3
gemma-orchid-7b-dpo.i1-Q6_K.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:3b1f790d563091be5eec18fae0e1a8dd4cdfb29123214cf16f1e88a18085538a
|
||||||
|
size 7010168544
|
||||||
3
imatrix.dat
Normal file
3
imatrix.dat
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:d3623fb9d3fd8ee4a4feb3be2c7da89b1ca596f10226db96b7375178d17e2d44
|
||||||
|
size 4938073
|
||||||
Reference in New Issue
Block a user