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Model: mradermacher/heretic_WebSailor-3B-i1-GGUF Source: Original Platform
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---
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base_model: hereticness/heretic_WebSailor-3B
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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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- heretic
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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/hereticness/heretic_WebSailor-3B
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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#heretic_WebSailor-3B-i1-GGUF).***
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static quants are available at https://huggingface.co/mradermacher/heretic_WebSailor-3B-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/heretic_WebSailor-3B-i1-GGUF/resolve/main/heretic_WebSailor-3B.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) |
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| [GGUF](https://huggingface.co/mradermacher/heretic_WebSailor-3B-i1-GGUF/resolve/main/heretic_WebSailor-3B.i1-IQ1_S.gguf) | i1-IQ1_S | 0.9 | for the desperate |
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| [GGUF](https://huggingface.co/mradermacher/heretic_WebSailor-3B-i1-GGUF/resolve/main/heretic_WebSailor-3B.i1-IQ1_M.gguf) | i1-IQ1_M | 1.0 | mostly desperate |
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| [GGUF](https://huggingface.co/mradermacher/heretic_WebSailor-3B-i1-GGUF/resolve/main/heretic_WebSailor-3B.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 1.0 | |
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| [GGUF](https://huggingface.co/mradermacher/heretic_WebSailor-3B-i1-GGUF/resolve/main/heretic_WebSailor-3B.i1-IQ2_XS.gguf) | i1-IQ2_XS | 1.1 | |
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| [GGUF](https://huggingface.co/mradermacher/heretic_WebSailor-3B-i1-GGUF/resolve/main/heretic_WebSailor-3B.i1-IQ2_S.gguf) | i1-IQ2_S | 1.2 | |
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| [GGUF](https://huggingface.co/mradermacher/heretic_WebSailor-3B-i1-GGUF/resolve/main/heretic_WebSailor-3B.i1-IQ2_M.gguf) | i1-IQ2_M | 1.2 | |
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| [GGUF](https://huggingface.co/mradermacher/heretic_WebSailor-3B-i1-GGUF/resolve/main/heretic_WebSailor-3B.i1-Q2_K_S.gguf) | i1-Q2_K_S | 1.3 | very low quality |
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| [GGUF](https://huggingface.co/mradermacher/heretic_WebSailor-3B-i1-GGUF/resolve/main/heretic_WebSailor-3B.i1-Q2_K.gguf) | i1-Q2_K | 1.4 | IQ3_XXS probably better |
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| [GGUF](https://huggingface.co/mradermacher/heretic_WebSailor-3B-i1-GGUF/resolve/main/heretic_WebSailor-3B.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 1.4 | lower quality |
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| [GGUF](https://huggingface.co/mradermacher/heretic_WebSailor-3B-i1-GGUF/resolve/main/heretic_WebSailor-3B.i1-IQ3_XS.gguf) | i1-IQ3_XS | 1.5 | |
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| [GGUF](https://huggingface.co/mradermacher/heretic_WebSailor-3B-i1-GGUF/resolve/main/heretic_WebSailor-3B.i1-Q3_K_S.gguf) | i1-Q3_K_S | 1.6 | IQ3_XS probably better |
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| [GGUF](https://huggingface.co/mradermacher/heretic_WebSailor-3B-i1-GGUF/resolve/main/heretic_WebSailor-3B.i1-IQ3_S.gguf) | i1-IQ3_S | 1.6 | beats Q3_K* |
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| [GGUF](https://huggingface.co/mradermacher/heretic_WebSailor-3B-i1-GGUF/resolve/main/heretic_WebSailor-3B.i1-IQ3_M.gguf) | i1-IQ3_M | 1.6 | |
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| [GGUF](https://huggingface.co/mradermacher/heretic_WebSailor-3B-i1-GGUF/resolve/main/heretic_WebSailor-3B.i1-Q3_K_M.gguf) | i1-Q3_K_M | 1.7 | IQ3_S probably better |
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| [GGUF](https://huggingface.co/mradermacher/heretic_WebSailor-3B-i1-GGUF/resolve/main/heretic_WebSailor-3B.i1-Q3_K_L.gguf) | i1-Q3_K_L | 1.8 | IQ3_M probably better |
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| [GGUF](https://huggingface.co/mradermacher/heretic_WebSailor-3B-i1-GGUF/resolve/main/heretic_WebSailor-3B.i1-IQ4_XS.gguf) | i1-IQ4_XS | 1.8 | |
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| [GGUF](https://huggingface.co/mradermacher/heretic_WebSailor-3B-i1-GGUF/resolve/main/heretic_WebSailor-3B.i1-IQ4_NL.gguf) | i1-IQ4_NL | 1.9 | prefer IQ4_XS |
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| [GGUF](https://huggingface.co/mradermacher/heretic_WebSailor-3B-i1-GGUF/resolve/main/heretic_WebSailor-3B.i1-Q4_0.gguf) | i1-Q4_0 | 1.9 | fast, low quality |
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| [GGUF](https://huggingface.co/mradermacher/heretic_WebSailor-3B-i1-GGUF/resolve/main/heretic_WebSailor-3B.i1-Q4_K_S.gguf) | i1-Q4_K_S | 1.9 | optimal size/speed/quality |
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| [GGUF](https://huggingface.co/mradermacher/heretic_WebSailor-3B-i1-GGUF/resolve/main/heretic_WebSailor-3B.i1-Q4_K_M.gguf) | i1-Q4_K_M | 2.0 | fast, recommended |
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| [GGUF](https://huggingface.co/mradermacher/heretic_WebSailor-3B-i1-GGUF/resolve/main/heretic_WebSailor-3B.i1-Q4_1.gguf) | i1-Q4_1 | 2.1 | |
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| [GGUF](https://huggingface.co/mradermacher/heretic_WebSailor-3B-i1-GGUF/resolve/main/heretic_WebSailor-3B.i1-Q5_K_S.gguf) | i1-Q5_K_S | 2.3 | |
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| [GGUF](https://huggingface.co/mradermacher/heretic_WebSailor-3B-i1-GGUF/resolve/main/heretic_WebSailor-3B.i1-Q5_K_M.gguf) | i1-Q5_K_M | 2.3 | |
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| [GGUF](https://huggingface.co/mradermacher/heretic_WebSailor-3B-i1-GGUF/resolve/main/heretic_WebSailor-3B.i1-Q6_K.gguf) | i1-Q6_K | 2.6 | 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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||||
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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
heretic_WebSailor-3B.i1-Q3_K_L.gguf
Normal file
3
heretic_WebSailor-3B.i1-Q3_K_L.gguf
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:9eecf615d36a991c459b0939621a9dc2a5d3b1934236783272af59f46fdb0126
|
||||
size 1707610496
|
||||
3
heretic_WebSailor-3B.i1-Q3_K_M.gguf
Normal file
3
heretic_WebSailor-3B.i1-Q3_K_M.gguf
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:b82bd1e86296238ba024588410b7993155839ce5ba6e2447a38664fa9a24c834
|
||||
size 1590694272
|
||||
3
heretic_WebSailor-3B.i1-Q3_K_S.gguf
Normal file
3
heretic_WebSailor-3B.i1-Q3_K_S.gguf
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:6b283b3733c424a3485e18051020156743893bbaaf2219036a5abfeb861314ad
|
||||
size 1454576000
|
||||
3
heretic_WebSailor-3B.i1-Q4_0.gguf
Normal file
3
heretic_WebSailor-3B.i1-Q4_0.gguf
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:bc791a809e4ac748d6069c4b10598c56a0b77f5a9f4747479b8f83c9d0beb0ea
|
||||
size 1828704640
|
||||
3
heretic_WebSailor-3B.i1-Q4_1.gguf
Normal file
3
heretic_WebSailor-3B.i1-Q4_1.gguf
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:862c8203cb3bcb4b0a312d74d3b71a3f6769b6d611f14211a534c7238d0134d4
|
||||
size 1996476800
|
||||
3
heretic_WebSailor-3B.i1-Q4_K_M.gguf
Normal file
3
heretic_WebSailor-3B.i1-Q4_K_M.gguf
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:5f23f0bd7edb269a31dc74c94af33c5486b6ddaa691e175a0f8275ebe1ec6315
|
||||
size 1930121600
|
||||
3
heretic_WebSailor-3B.i1-Q4_K_S.gguf
Normal file
3
heretic_WebSailor-3B.i1-Q4_K_S.gguf
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:cd4ca0432a68722689569e4be92c8acc980dc5119af0906845ee32cb0c3d6eb1
|
||||
size 1834602880
|
||||
3
heretic_WebSailor-3B.i1-Q5_K_M.gguf
Normal file
3
heretic_WebSailor-3B.i1-Q5_K_M.gguf
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:7e6fbf7b974bf13cf36f29baaa9e64f7ea24a4be0d31b4900544bd9d6d52bcce
|
||||
size 2225033600
|
||||
3
heretic_WebSailor-3B.i1-Q5_K_S.gguf
Normal file
3
heretic_WebSailor-3B.i1-Q5_K_S.gguf
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:25e02dc55c4ce1033fcf1015133c974eca28415b79cd6c40a19ba36feda14a77
|
||||
size 2169885056
|
||||
3
heretic_WebSailor-3B.i1-Q6_K.gguf
Normal file
3
heretic_WebSailor-3B.i1-Q6_K.gguf
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:6e1bd90658d335fa7613da1101f3efce2f723c70628e55df78266c51bf45c249
|
||||
size 2538377600
|
||||
3
heretic_WebSailor-3B.imatrix.gguf
Normal file
3
heretic_WebSailor-3B.imatrix.gguf
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:7aee4b3cd3e0761e98bb7bdf6dd9341a126fc8e55d188a53f62b3bf1a95b8984
|
||||
size 3393408
|
||||
Reference in New Issue
Block a user