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Model: mradermacher/WebWorld-8B-i1-GGUF Source: Original Platform
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---
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base_model: Qwen/WebWorld-8B
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datasets:
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- Qwen/WebWorldData
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language:
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- en
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- zh
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library_name: transformers
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license: apache-2.0
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license_link: https://www.apache.org/licenses/LICENSE-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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- WebWorld
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- web-agent
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- world-model
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- simulator
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- browser
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- a11y
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- html
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- xml
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- markdown
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- long-horizon
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- long-context
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- synthetic-trajectories
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- instruction-tuning
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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/Qwen/WebWorld-8B
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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#WebWorld-8B-i1-GGUF).***
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static quants are available at https://huggingface.co/mradermacher/WebWorld-8B-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/WebWorld-8B-i1-GGUF/resolve/main/WebWorld-8B.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) |
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| [GGUF](https://huggingface.co/mradermacher/WebWorld-8B-i1-GGUF/resolve/main/WebWorld-8B.i1-IQ1_S.gguf) | i1-IQ1_S | 2.2 | for the desperate |
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| [GGUF](https://huggingface.co/mradermacher/WebWorld-8B-i1-GGUF/resolve/main/WebWorld-8B.i1-IQ1_M.gguf) | i1-IQ1_M | 2.4 | mostly desperate |
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| [GGUF](https://huggingface.co/mradermacher/WebWorld-8B-i1-GGUF/resolve/main/WebWorld-8B.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 2.6 | |
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| [GGUF](https://huggingface.co/mradermacher/WebWorld-8B-i1-GGUF/resolve/main/WebWorld-8B.i1-IQ2_XS.gguf) | i1-IQ2_XS | 2.8 | |
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| [GGUF](https://huggingface.co/mradermacher/WebWorld-8B-i1-GGUF/resolve/main/WebWorld-8B.i1-IQ2_S.gguf) | i1-IQ2_S | 3.0 | |
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| [GGUF](https://huggingface.co/mradermacher/WebWorld-8B-i1-GGUF/resolve/main/WebWorld-8B.i1-IQ2_M.gguf) | i1-IQ2_M | 3.2 | |
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| [GGUF](https://huggingface.co/mradermacher/WebWorld-8B-i1-GGUF/resolve/main/WebWorld-8B.i1-Q2_K_S.gguf) | i1-Q2_K_S | 3.2 | very low quality |
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| [GGUF](https://huggingface.co/mradermacher/WebWorld-8B-i1-GGUF/resolve/main/WebWorld-8B.i1-Q2_K.gguf) | i1-Q2_K | 3.4 | IQ3_XXS probably better |
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| [GGUF](https://huggingface.co/mradermacher/WebWorld-8B-i1-GGUF/resolve/main/WebWorld-8B.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 3.5 | lower quality |
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| [GGUF](https://huggingface.co/mradermacher/WebWorld-8B-i1-GGUF/resolve/main/WebWorld-8B.i1-IQ3_XS.gguf) | i1-IQ3_XS | 3.7 | |
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| [GGUF](https://huggingface.co/mradermacher/WebWorld-8B-i1-GGUF/resolve/main/WebWorld-8B.i1-Q3_K_S.gguf) | i1-Q3_K_S | 3.9 | IQ3_XS probably better |
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| [GGUF](https://huggingface.co/mradermacher/WebWorld-8B-i1-GGUF/resolve/main/WebWorld-8B.i1-IQ3_S.gguf) | i1-IQ3_S | 3.9 | beats Q3_K* |
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| [GGUF](https://huggingface.co/mradermacher/WebWorld-8B-i1-GGUF/resolve/main/WebWorld-8B.i1-IQ3_M.gguf) | i1-IQ3_M | 4.0 | |
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| [GGUF](https://huggingface.co/mradermacher/WebWorld-8B-i1-GGUF/resolve/main/WebWorld-8B.i1-Q3_K_M.gguf) | i1-Q3_K_M | 4.2 | IQ3_S probably better |
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| [GGUF](https://huggingface.co/mradermacher/WebWorld-8B-i1-GGUF/resolve/main/WebWorld-8B.i1-Q3_K_L.gguf) | i1-Q3_K_L | 4.5 | IQ3_M probably better |
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| [GGUF](https://huggingface.co/mradermacher/WebWorld-8B-i1-GGUF/resolve/main/WebWorld-8B.i1-IQ4_XS.gguf) | i1-IQ4_XS | 4.7 | |
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| [GGUF](https://huggingface.co/mradermacher/WebWorld-8B-i1-GGUF/resolve/main/WebWorld-8B.i1-Q4_0.gguf) | i1-Q4_0 | 4.9 | fast, low quality |
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| [GGUF](https://huggingface.co/mradermacher/WebWorld-8B-i1-GGUF/resolve/main/WebWorld-8B.i1-IQ4_NL.gguf) | i1-IQ4_NL | 4.9 | prefer IQ4_XS |
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| [GGUF](https://huggingface.co/mradermacher/WebWorld-8B-i1-GGUF/resolve/main/WebWorld-8B.i1-Q4_K_S.gguf) | i1-Q4_K_S | 4.9 | optimal size/speed/quality |
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| [GGUF](https://huggingface.co/mradermacher/WebWorld-8B-i1-GGUF/resolve/main/WebWorld-8B.i1-Q4_K_M.gguf) | i1-Q4_K_M | 5.1 | fast, recommended |
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| [GGUF](https://huggingface.co/mradermacher/WebWorld-8B-i1-GGUF/resolve/main/WebWorld-8B.i1-Q4_1.gguf) | i1-Q4_1 | 5.3 | |
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| [GGUF](https://huggingface.co/mradermacher/WebWorld-8B-i1-GGUF/resolve/main/WebWorld-8B.i1-Q5_K_S.gguf) | i1-Q5_K_S | 5.8 | |
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| [GGUF](https://huggingface.co/mradermacher/WebWorld-8B-i1-GGUF/resolve/main/WebWorld-8B.i1-Q5_K_M.gguf) | i1-Q5_K_M | 6.0 | |
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| [GGUF](https://huggingface.co/mradermacher/WebWorld-8B-i1-GGUF/resolve/main/WebWorld-8B.i1-Q6_K.gguf) | i1-Q6_K | 6.8 | 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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||||||
|
oid sha256:514dab1c12c6d6da62abced9e88c28d7b5f8ffa54fb5cf10ddcb607d9adc2ece
|
||||||
|
size 4561840576
|
||||||
3
WebWorld-8B.i1-Q2_K.gguf
Normal file
3
WebWorld-8B.i1-Q2_K.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:c0f978b63e15e9260c76728ab12752e6169e0413d4f365e261d72aee278532c7
|
||||||
|
size 3281734080
|
||||||
3
WebWorld-8B.i1-Q2_K_S.gguf
Normal file
3
WebWorld-8B.i1-Q2_K_S.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:be56fa02c652058fa3a9af2f61fae34eb98c609ea688095e4b530ac437d5b203
|
||||||
|
size 3083553216
|
||||||
3
WebWorld-8B.i1-Q3_K_L.gguf
Normal file
3
WebWorld-8B.i1-Q3_K_L.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:94184d56fc2ed82017478fa5b0f0458545e9c64341ee658f0b23286ce5d2c460
|
||||||
|
size 4431395264
|
||||||
3
WebWorld-8B.i1-Q3_K_M.gguf
Normal file
3
WebWorld-8B.i1-Q3_K_M.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:542a20f1f3dda2f77ce0447bacd83a05826f4dd0909da1ed3c833694c5edc5c6
|
||||||
|
size 4124162496
|
||||||
3
WebWorld-8B.i1-Q3_K_S.gguf
Normal file
3
WebWorld-8B.i1-Q3_K_S.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:566db70a0ef2faa1fa6084749562994c12b7ea866660d50f3a36d7393ecfed8d
|
||||||
|
size 3769612736
|
||||||
3
WebWorld-8B.i1-Q4_0.gguf
Normal file
3
WebWorld-8B.i1-Q4_0.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:99e765fe444e801724331fdf3534dd35facc1017c9c8842bcd4e229fbb57a995
|
||||||
|
size 4787333568
|
||||||
3
WebWorld-8B.i1-Q4_1.gguf
Normal file
3
WebWorld-8B.i1-Q4_1.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:8f8d62bef9a34d228ef67a8e33b8ec09f3ffcc0cc542c101b7c6c37da4ed8e4a
|
||||||
|
size 5247756736
|
||||||
3
WebWorld-8B.i1-Q4_K_M.gguf
Normal file
3
WebWorld-8B.i1-Q4_K_M.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:bd035eee082f84a8800b053ce2da824650c2c6a37d59bf5970c264ca12cdb952
|
||||||
|
size 5027785152
|
||||||
3
WebWorld-8B.i1-Q4_K_S.gguf
Normal file
3
WebWorld-8B.i1-Q4_K_S.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:5d5fb5201a9c21c494c27a69de267cc0f2135cbcdcafe30ccbac578baf3627f3
|
||||||
|
size 4802013632
|
||||||
3
WebWorld-8B.i1-Q5_K_M.gguf
Normal file
3
WebWorld-8B.i1-Q5_K_M.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:545a73f0d5bd07b90aa92cbb49266a6c99cc5ab16e9c0ef74fea7ef74dcc5465
|
||||||
|
size 5851113920
|
||||||
3
WebWorld-8B.i1-Q5_K_S.gguf
Normal file
3
WebWorld-8B.i1-Q5_K_S.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:555830b2041c0b54ae373bba4afadc1d94984a6ab65af89d6559165a2615818e
|
||||||
|
size 5720762816
|
||||||
3
WebWorld-8B.i1-Q6_K.gguf
Normal file
3
WebWorld-8B.i1-Q6_K.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:981250dcf3957cbbc61e02cb6b62471167bb438d26547cd5cc5f6d06e1ef8f97
|
||||||
|
size 6725900736
|
||||||
3
WebWorld-8B.imatrix.gguf
Normal file
3
WebWorld-8B.imatrix.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:2dba73d1526d5769e20b55bc933f852e501146a227f1772e9f95f4a6e10ade99
|
||||||
|
size 5347200
|
||||||
Reference in New Issue
Block a user