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Model: mradermacher/h2o-danube-1.8b-sft-i1-GGUF Source: Original Platform
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---
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base_model: h2oai/h2o-danube-1.8b-sft
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datasets:
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- Open-Orca/OpenOrca
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- OpenAssistant/oasst2
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- HuggingFaceH4/ultrachat_200k
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- meta-math/MetaMathQA
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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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tags:
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- gpt
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- llm
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- large language model
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- h2o-llmstudio
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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/h2oai/h2o-danube-1.8b-sft
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<!-- provided-files -->
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static quants are available at https://huggingface.co/mradermacher/h2o-danube-1.8b-sft-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/h2o-danube-1.8b-sft-i1-GGUF/resolve/main/h2o-danube-1.8b-sft.i1-IQ1_S.gguf) | i1-IQ1_S | 0.5 | for the desperate |
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| [GGUF](https://huggingface.co/mradermacher/h2o-danube-1.8b-sft-i1-GGUF/resolve/main/h2o-danube-1.8b-sft.i1-IQ1_M.gguf) | i1-IQ1_M | 0.6 | mostly desperate |
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| [GGUF](https://huggingface.co/mradermacher/h2o-danube-1.8b-sft-i1-GGUF/resolve/main/h2o-danube-1.8b-sft.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 0.6 | |
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| [GGUF](https://huggingface.co/mradermacher/h2o-danube-1.8b-sft-i1-GGUF/resolve/main/h2o-danube-1.8b-sft.i1-IQ2_XS.gguf) | i1-IQ2_XS | 0.7 | |
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| [GGUF](https://huggingface.co/mradermacher/h2o-danube-1.8b-sft-i1-GGUF/resolve/main/h2o-danube-1.8b-sft.i1-IQ2_S.gguf) | i1-IQ2_S | 0.7 | |
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| [GGUF](https://huggingface.co/mradermacher/h2o-danube-1.8b-sft-i1-GGUF/resolve/main/h2o-danube-1.8b-sft.i1-IQ2_M.gguf) | i1-IQ2_M | 0.8 | |
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| [GGUF](https://huggingface.co/mradermacher/h2o-danube-1.8b-sft-i1-GGUF/resolve/main/h2o-danube-1.8b-sft.i1-Q2_K_S.gguf) | i1-Q2_K_S | 0.8 | very low quality |
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| [GGUF](https://huggingface.co/mradermacher/h2o-danube-1.8b-sft-i1-GGUF/resolve/main/h2o-danube-1.8b-sft.i1-Q2_K.gguf) | i1-Q2_K | 0.8 | IQ3_XXS probably better |
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| [GGUF](https://huggingface.co/mradermacher/h2o-danube-1.8b-sft-i1-GGUF/resolve/main/h2o-danube-1.8b-sft.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 0.8 | lower quality |
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| [GGUF](https://huggingface.co/mradermacher/h2o-danube-1.8b-sft-i1-GGUF/resolve/main/h2o-danube-1.8b-sft.i1-IQ3_XS.gguf) | i1-IQ3_XS | 0.9 | |
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| [GGUF](https://huggingface.co/mradermacher/h2o-danube-1.8b-sft-i1-GGUF/resolve/main/h2o-danube-1.8b-sft.i1-Q3_K_S.gguf) | i1-Q3_K_S | 0.9 | IQ3_XS probably better |
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| [GGUF](https://huggingface.co/mradermacher/h2o-danube-1.8b-sft-i1-GGUF/resolve/main/h2o-danube-1.8b-sft.i1-IQ3_S.gguf) | i1-IQ3_S | 0.9 | beats Q3_K* |
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| [GGUF](https://huggingface.co/mradermacher/h2o-danube-1.8b-sft-i1-GGUF/resolve/main/h2o-danube-1.8b-sft.i1-IQ3_M.gguf) | i1-IQ3_M | 1.0 | |
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| [GGUF](https://huggingface.co/mradermacher/h2o-danube-1.8b-sft-i1-GGUF/resolve/main/h2o-danube-1.8b-sft.i1-Q3_K_M.gguf) | i1-Q3_K_M | 1.0 | IQ3_S probably better |
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| [GGUF](https://huggingface.co/mradermacher/h2o-danube-1.8b-sft-i1-GGUF/resolve/main/h2o-danube-1.8b-sft.i1-Q3_K_L.gguf) | i1-Q3_K_L | 1.1 | IQ3_M probably better |
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| [GGUF](https://huggingface.co/mradermacher/h2o-danube-1.8b-sft-i1-GGUF/resolve/main/h2o-danube-1.8b-sft.i1-IQ4_XS.gguf) | i1-IQ4_XS | 1.1 | |
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| [GGUF](https://huggingface.co/mradermacher/h2o-danube-1.8b-sft-i1-GGUF/resolve/main/h2o-danube-1.8b-sft.i1-Q4_0.gguf) | i1-Q4_0 | 1.2 | fast, low quality |
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| [GGUF](https://huggingface.co/mradermacher/h2o-danube-1.8b-sft-i1-GGUF/resolve/main/h2o-danube-1.8b-sft.i1-IQ4_NL.gguf) | i1-IQ4_NL | 1.2 | prefer IQ4_XS |
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| [GGUF](https://huggingface.co/mradermacher/h2o-danube-1.8b-sft-i1-GGUF/resolve/main/h2o-danube-1.8b-sft.i1-Q4_K_S.gguf) | i1-Q4_K_S | 1.2 | optimal size/speed/quality |
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| [GGUF](https://huggingface.co/mradermacher/h2o-danube-1.8b-sft-i1-GGUF/resolve/main/h2o-danube-1.8b-sft.i1-Q4_K_M.gguf) | i1-Q4_K_M | 1.2 | fast, recommended |
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| [GGUF](https://huggingface.co/mradermacher/h2o-danube-1.8b-sft-i1-GGUF/resolve/main/h2o-danube-1.8b-sft.i1-Q4_1.gguf) | i1-Q4_1 | 1.3 | |
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| [GGUF](https://huggingface.co/mradermacher/h2o-danube-1.8b-sft-i1-GGUF/resolve/main/h2o-danube-1.8b-sft.i1-Q5_K_S.gguf) | i1-Q5_K_S | 1.4 | |
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| [GGUF](https://huggingface.co/mradermacher/h2o-danube-1.8b-sft-i1-GGUF/resolve/main/h2o-danube-1.8b-sft.i1-Q5_K_M.gguf) | i1-Q5_K_M | 1.4 | |
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| [GGUF](https://huggingface.co/mradermacher/h2o-danube-1.8b-sft-i1-GGUF/resolve/main/h2o-danube-1.8b-sft.i1-Q6_K.gguf) | i1-Q6_K | 1.6 | 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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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 474616000
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size 659330240
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size 615032000
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size 579202240
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size 529988800
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size 853193920
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oid sha256:b34eef967c94514e0d30610ff2f2b2fe0ead2b0b4b3ffd723b81defbe72102b8
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size 825254080
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oid sha256:132c6985175022b0abce6cc74e2d987672a4b35b87ef9dd38c52ff5bad39d3c4
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size 786178240
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version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:831fd51695ed6124e332ff5c1d3b77fbe3978cbf5455a09f26ce10e6de834013
|
||||||
|
size 733150400
|
||||||
3
h2o-danube-1.8b-sft.i1-IQ4_NL.gguf
Normal file
3
h2o-danube-1.8b-sft.i1-IQ4_NL.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:41eb6bb70e0fd05aa9f55a2727358045dc97310ae09b0b7b1e7849954c4bcf4b
|
||||||
|
size 1057256640
|
||||||
3
h2o-danube-1.8b-sft.i1-IQ4_XS.gguf
Normal file
3
h2o-danube-1.8b-sft.i1-IQ4_XS.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:6d2661174c24471a9772caa49b3b93aa6d43ba381bb20a81c306a63339f4285c
|
||||||
|
size 1003824320
|
||||||
3
h2o-danube-1.8b-sft.i1-Q2_K.gguf
Normal file
3
h2o-danube-1.8b-sft.i1-Q2_K.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:b268eecfeb9b9329f224c05d8d03f859e668986f867b59984176939a7967ae58
|
||||||
|
size 710704320
|
||||||
3
h2o-danube-1.8b-sft.i1-Q2_K_S.gguf
Normal file
3
h2o-danube-1.8b-sft.i1-Q2_K_S.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:438bb4776d5e7d8a00622d2e71263a992e318acc201f54208fafd263db9da11b
|
||||||
|
size 664040640
|
||||||
3
h2o-danube-1.8b-sft.i1-Q3_K_L.gguf
Normal file
3
h2o-danube-1.8b-sft.i1-Q3_K_L.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:2a33aefb0495e9007ad7b1e8e64cc9811b7fcd4c75a2176fb2f580bcf166d5a6
|
||||||
|
size 980205760
|
||||||
3
h2o-danube-1.8b-sft.i1-Q3_K_M.gguf
Normal file
3
h2o-danube-1.8b-sft.i1-Q3_K_M.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:2aabca44f1777a738c609ca60f9c260e6e2adb3abe8b62a6337843a8f4810ce3
|
||||||
|
size 905167040
|
||||||
3
h2o-danube-1.8b-sft.i1-Q3_K_S.gguf
Normal file
3
h2o-danube-1.8b-sft.i1-Q3_K_S.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:4e28c95aef959b23ea74cb4f86ea9206d7e0827866926b7c573a34a85f58de14
|
||||||
|
size 820031680
|
||||||
3
h2o-danube-1.8b-sft.i1-Q4_0.gguf
Normal file
3
h2o-danube-1.8b-sft.i1-Q4_0.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:f944568e11ceb294dd1f16ade5b212f6fd7a854c625f95422aa712f3c9950a07
|
||||||
|
size 1055659200
|
||||||
3
h2o-danube-1.8b-sft.i1-Q4_1.gguf
Normal file
3
h2o-danube-1.8b-sft.i1-Q4_1.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:e4cd3b31b853520e9efda96d8867cf1b12b2cc11c8e116ddd860dff5b2e7b608
|
||||||
|
size 1161663680
|
||||||
3
h2o-danube-1.8b-sft.i1-Q4_K_M.gguf
Normal file
3
h2o-danube-1.8b-sft.i1-Q4_K_M.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:5bb8c2f91af495c64714f05b0fc707a8f509a2658e658b360c08d16f33ee5da2
|
||||||
|
size 1112153280
|
||||||
3
h2o-danube-1.8b-sft.i1-Q4_K_S.gguf
Normal file
3
h2o-danube-1.8b-sft.i1-Q4_K_S.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:10a41031ae8108dc3d35e853580054ff2dc48c15a36abe18df76143cd27df785
|
||||||
|
size 1059796160
|
||||||
3
h2o-danube-1.8b-sft.i1-Q5_K_M.gguf
Normal file
3
h2o-danube-1.8b-sft.i1-Q5_K_M.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:2e8fc304231bf6722f271696f5efe3ca4ba2208e152e1baf42611fbf79e5b4b1
|
||||||
|
size 1301798080
|
||||||
3
h2o-danube-1.8b-sft.i1-Q5_K_S.gguf
Normal file
3
h2o-danube-1.8b-sft.i1-Q5_K_S.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:e15a548775afceaa96df4d7191bf990cc27f1cb2bbb6820e213f58941fdbfdd7
|
||||||
|
size 1270985920
|
||||||
3
h2o-danube-1.8b-sft.i1-Q6_K.gguf
Normal file
3
h2o-danube-1.8b-sft.i1-Q6_K.gguf
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:744d19f77470f04292f36a83192487e7b085aa36844dd8422a0b17eb6e7eb8f0
|
||||||
|
size 1503295680
|
||||||
3
imatrix.dat
Normal file
3
imatrix.dat
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:17021d4ab29b536da7c98094eb9df8dffa396520c7eff5a67c5a9318c69e7406
|
||||||
|
size 2143669
|
||||||
Reference in New Issue
Block a user