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Model: mradermacher/dolphin-2.6-mistral-7b-dpo-laser-i1-GGUF Source: Original Platform
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README.md
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---
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base_model: dphn/dolphin-2.6-mistral-7b-dpo-laser
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datasets:
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- ehartford/dolphin
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- jondurbin/airoboros-2.2.1
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- ehartford/dolphin-coder
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- teknium/openhermes
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- ise-uiuc/Magicoder-OSS-Instruct-75K
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- ise-uiuc/Magicoder-Evol-Instruct-110K
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- LDJnr/Capybara
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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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---
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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/dphn/dolphin-2.6-mistral-7b-dpo-laser
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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#dolphin-2.6-mistral-7b-dpo-laser-i1-GGUF).***
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static quants are available at https://huggingface.co/mradermacher/dolphin-2.6-mistral-7b-dpo-laser-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/dolphin-2.6-mistral-7b-dpo-laser-i1-GGUF/resolve/main/dolphin-2.6-mistral-7b-dpo-laser.i1-IQ1_S.gguf) | i1-IQ1_S | 1.7 | for the desperate |
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| [GGUF](https://huggingface.co/mradermacher/dolphin-2.6-mistral-7b-dpo-laser-i1-GGUF/resolve/main/dolphin-2.6-mistral-7b-dpo-laser.i1-IQ1_M.gguf) | i1-IQ1_M | 1.9 | mostly desperate |
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| [GGUF](https://huggingface.co/mradermacher/dolphin-2.6-mistral-7b-dpo-laser-i1-GGUF/resolve/main/dolphin-2.6-mistral-7b-dpo-laser.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 2.1 | |
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| [GGUF](https://huggingface.co/mradermacher/dolphin-2.6-mistral-7b-dpo-laser-i1-GGUF/resolve/main/dolphin-2.6-mistral-7b-dpo-laser.i1-IQ2_XS.gguf) | i1-IQ2_XS | 2.3 | |
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| [GGUF](https://huggingface.co/mradermacher/dolphin-2.6-mistral-7b-dpo-laser-i1-GGUF/resolve/main/dolphin-2.6-mistral-7b-dpo-laser.i1-IQ2_S.gguf) | i1-IQ2_S | 2.4 | |
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| [GGUF](https://huggingface.co/mradermacher/dolphin-2.6-mistral-7b-dpo-laser-i1-GGUF/resolve/main/dolphin-2.6-mistral-7b-dpo-laser.i1-IQ2_M.gguf) | i1-IQ2_M | 2.6 | |
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| [GGUF](https://huggingface.co/mradermacher/dolphin-2.6-mistral-7b-dpo-laser-i1-GGUF/resolve/main/dolphin-2.6-mistral-7b-dpo-laser.i1-Q2_K.gguf) | i1-Q2_K | 2.8 | IQ3_XXS probably better |
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| [GGUF](https://huggingface.co/mradermacher/dolphin-2.6-mistral-7b-dpo-laser-i1-GGUF/resolve/main/dolphin-2.6-mistral-7b-dpo-laser.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 2.9 | lower quality |
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| [GGUF](https://huggingface.co/mradermacher/dolphin-2.6-mistral-7b-dpo-laser-i1-GGUF/resolve/main/dolphin-2.6-mistral-7b-dpo-laser.i1-IQ3_XS.gguf) | i1-IQ3_XS | 3.1 | |
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| [GGUF](https://huggingface.co/mradermacher/dolphin-2.6-mistral-7b-dpo-laser-i1-GGUF/resolve/main/dolphin-2.6-mistral-7b-dpo-laser.i1-Q3_K_S.gguf) | i1-Q3_K_S | 3.3 | IQ3_XS probably better |
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| [GGUF](https://huggingface.co/mradermacher/dolphin-2.6-mistral-7b-dpo-laser-i1-GGUF/resolve/main/dolphin-2.6-mistral-7b-dpo-laser.i1-IQ3_S.gguf) | i1-IQ3_S | 3.3 | beats Q3_K* |
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| [GGUF](https://huggingface.co/mradermacher/dolphin-2.6-mistral-7b-dpo-laser-i1-GGUF/resolve/main/dolphin-2.6-mistral-7b-dpo-laser.i1-IQ3_M.gguf) | i1-IQ3_M | 3.4 | |
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| [GGUF](https://huggingface.co/mradermacher/dolphin-2.6-mistral-7b-dpo-laser-i1-GGUF/resolve/main/dolphin-2.6-mistral-7b-dpo-laser.i1-Q3_K_M.gguf) | i1-Q3_K_M | 3.6 | IQ3_S probably better |
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| [GGUF](https://huggingface.co/mradermacher/dolphin-2.6-mistral-7b-dpo-laser-i1-GGUF/resolve/main/dolphin-2.6-mistral-7b-dpo-laser.i1-Q3_K_L.gguf) | i1-Q3_K_L | 3.9 | IQ3_M probably better |
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| [GGUF](https://huggingface.co/mradermacher/dolphin-2.6-mistral-7b-dpo-laser-i1-GGUF/resolve/main/dolphin-2.6-mistral-7b-dpo-laser.i1-IQ4_XS.gguf) | i1-IQ4_XS | 4.0 | |
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| [GGUF](https://huggingface.co/mradermacher/dolphin-2.6-mistral-7b-dpo-laser-i1-GGUF/resolve/main/dolphin-2.6-mistral-7b-dpo-laser.i1-Q4_0_4_4.gguf) | i1-Q4_0_4_4 | 4.2 | fast on arm, low quality |
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| [GGUF](https://huggingface.co/mradermacher/dolphin-2.6-mistral-7b-dpo-laser-i1-GGUF/resolve/main/dolphin-2.6-mistral-7b-dpo-laser.i1-Q4_0_4_8.gguf) | i1-Q4_0_4_8 | 4.2 | fast on arm+i8mm, low quality |
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| [GGUF](https://huggingface.co/mradermacher/dolphin-2.6-mistral-7b-dpo-laser-i1-GGUF/resolve/main/dolphin-2.6-mistral-7b-dpo-laser.i1-Q4_0_8_8.gguf) | i1-Q4_0_8_8 | 4.2 | fast on arm+sve, low quality |
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| [GGUF](https://huggingface.co/mradermacher/dolphin-2.6-mistral-7b-dpo-laser-i1-GGUF/resolve/main/dolphin-2.6-mistral-7b-dpo-laser.i1-Q4_0.gguf) | i1-Q4_0 | 4.2 | fast, low quality |
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| [GGUF](https://huggingface.co/mradermacher/dolphin-2.6-mistral-7b-dpo-laser-i1-GGUF/resolve/main/dolphin-2.6-mistral-7b-dpo-laser.i1-Q4_K_S.gguf) | i1-Q4_K_S | 4.2 | optimal size/speed/quality |
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| [GGUF](https://huggingface.co/mradermacher/dolphin-2.6-mistral-7b-dpo-laser-i1-GGUF/resolve/main/dolphin-2.6-mistral-7b-dpo-laser.i1-Q4_K_M.gguf) | i1-Q4_K_M | 4.5 | fast, recommended |
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| [GGUF](https://huggingface.co/mradermacher/dolphin-2.6-mistral-7b-dpo-laser-i1-GGUF/resolve/main/dolphin-2.6-mistral-7b-dpo-laser.i1-Q5_K_S.gguf) | i1-Q5_K_S | 5.1 | |
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| [GGUF](https://huggingface.co/mradermacher/dolphin-2.6-mistral-7b-dpo-laser-i1-GGUF/resolve/main/dolphin-2.6-mistral-7b-dpo-laser.i1-Q5_K_M.gguf) | i1-Q5_K_M | 5.2 | |
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| [GGUF](https://huggingface.co/mradermacher/dolphin-2.6-mistral-7b-dpo-laser-i1-GGUF/resolve/main/dolphin-2.6-mistral-7b-dpo-laser.i1-Q6_K.gguf) | i1-Q6_K | 6.0 | 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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|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:42165d774a9dd15805326c4373b1db14f53eea3c692ecfd762c5fe5aae5d6d87
|
||||
size 3907695680
|
||||
3
dolphin-2.6-mistral-7b-dpo-laser.i1-Q2_K.gguf
Normal file
3
dolphin-2.6-mistral-7b-dpo-laser.i1-Q2_K.gguf
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:8b8c96c755e963aa45d0b9c6618ba72f1483575d51823671c9914e7fc37fa73c
|
||||
size 2719248640
|
||||
3
dolphin-2.6-mistral-7b-dpo-laser.i1-Q3_K_L.gguf
Normal file
3
dolphin-2.6-mistral-7b-dpo-laser.i1-Q3_K_L.gguf
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:a4467f581c7376e101c4374d90e4ace9b03ce5e3c1a2f83e481a22e5d05cdba8
|
||||
size 3822031520
|
||||
3
dolphin-2.6-mistral-7b-dpo-laser.i1-Q3_K_M.gguf
Normal file
3
dolphin-2.6-mistral-7b-dpo-laser.i1-Q3_K_M.gguf
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:dea590a6b14694205bcb2bf077030080e794a3f5a569635b06a33b0e01a70ef5
|
||||
size 3518993056
|
||||
3
dolphin-2.6-mistral-7b-dpo-laser.i1-Q3_K_S.gguf
Normal file
3
dolphin-2.6-mistral-7b-dpo-laser.i1-Q3_K_S.gguf
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:970866139c35703052d65906333ea8fcf53a4d2e9a5e704be3bb9d09358c7ce3
|
||||
size 3164574368
|
||||
3
dolphin-2.6-mistral-7b-dpo-laser.i1-Q4_0.gguf
Normal file
3
dolphin-2.6-mistral-7b-dpo-laser.i1-Q4_0.gguf
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:81bccb885a27561f23fc7a614f76759d06e13b892cc32ac8112244febc11c751
|
||||
size 4123604160
|
||||
3
dolphin-2.6-mistral-7b-dpo-laser.i1-Q4_0_4_4.gguf
Normal file
3
dolphin-2.6-mistral-7b-dpo-laser.i1-Q4_0_4_4.gguf
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:4f9a8a61e32037c1f2c2853e157d31b422d6ac0351128ba7494a2a54cdec1b82
|
||||
size 4108924096
|
||||
3
dolphin-2.6-mistral-7b-dpo-laser.i1-Q4_0_4_8.gguf
Normal file
3
dolphin-2.6-mistral-7b-dpo-laser.i1-Q4_0_4_8.gguf
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:a21d88b06ca0b78a1a12e964bb117db6cb747f8963311aa66c254be082bc74b3
|
||||
size 4108924096
|
||||
3
dolphin-2.6-mistral-7b-dpo-laser.i1-Q4_0_8_8.gguf
Normal file
3
dolphin-2.6-mistral-7b-dpo-laser.i1-Q4_0_8_8.gguf
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:b23663b8b81b5ba70d52138702752c5bc41cb1bf527ea7d9ab2dcabff1cbc1e3
|
||||
size 4108924096
|
||||
3
dolphin-2.6-mistral-7b-dpo-laser.i1-Q4_K_M.gguf
Normal file
3
dolphin-2.6-mistral-7b-dpo-laser.i1-Q4_K_M.gguf
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:4de2995ca2fb78aeb3c4ee22d503b5d554b82f10bb21a77bd9b28b13faeab2e2
|
||||
size 4368446656
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||||
3
dolphin-2.6-mistral-7b-dpo-laser.i1-Q4_K_S.gguf
Normal file
3
dolphin-2.6-mistral-7b-dpo-laser.i1-Q4_K_S.gguf
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:01da0621cc5e05529d70d7de0b23d6425000beeb3b2d3fd848fc84bcf727a9ba
|
||||
size 4140381376
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||||
3
dolphin-2.6-mistral-7b-dpo-laser.i1-Q5_K_M.gguf
Normal file
3
dolphin-2.6-mistral-7b-dpo-laser.i1-Q5_K_M.gguf
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:5d505deb12e8353c46fff8b8ccb6c45ceaaf419b59f2309a6774510e27ce6029
|
||||
size 5131417280
|
||||
3
dolphin-2.6-mistral-7b-dpo-laser.i1-Q5_K_S.gguf
Normal file
3
dolphin-2.6-mistral-7b-dpo-laser.i1-Q5_K_S.gguf
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:d57bb2eaf5f742fc6e705bb0386e0bf2408b448d088802e4814ae725053f0b72
|
||||
size 4997723840
|
||||
3
dolphin-2.6-mistral-7b-dpo-laser.i1-Q6_K.gguf
Normal file
3
dolphin-2.6-mistral-7b-dpo-laser.i1-Q6_K.gguf
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:093941a950d9f07a5cdc60dae9ddc2af9d34317db0e4b6d4313b4ba32eeff8f3
|
||||
size 5942073568
|
||||
3
imatrix.dat
Normal file
3
imatrix.dat
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:5a1623f2988a135848a85b6cf72e8e8046a987478b2dcae255374efd09a66fef
|
||||
size 4988157
|
||||
Reference in New Issue
Block a user