From d58cc51c1c1458f6b753d4fb3ea80bf200059d22 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Fri, 10 Apr 2026 22:39:57 +0800 Subject: [PATCH] =?UTF-8?q?=E5=88=9D=E5=A7=8B=E5=8C=96=E9=A1=B9=E7=9B=AE?= =?UTF-8?q?=EF=BC=8C=E7=94=B1ModelHub=20XC=E7=A4=BE=E5=8C=BA=E6=8F=90?= =?UTF-8?q?=E4=BE=9B=E6=A8=A1=E5=9E=8B?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Model: mradermacher/airoboros-13b-gpt4-1.4-GGUF Source: Original Platform --- .gitattributes | 47 ++++++++++++++++++++ README.md | 66 ++++++++++++++++++++++++++++ airoboros-13b-gpt4-1.4.IQ4_XS.gguf | 3 ++ airoboros-13b-gpt4-1.4.Q2_K.gguf | 3 ++ airoboros-13b-gpt4-1.4.Q3_K_L.gguf | 3 ++ airoboros-13b-gpt4-1.4.Q3_K_M.gguf | 3 ++ airoboros-13b-gpt4-1.4.Q3_K_S.gguf | 3 ++ airoboros-13b-gpt4-1.4.Q4_0_4_4.gguf | 3 ++ airoboros-13b-gpt4-1.4.Q4_K_M.gguf | 3 ++ airoboros-13b-gpt4-1.4.Q4_K_S.gguf | 3 ++ airoboros-13b-gpt4-1.4.Q5_K_M.gguf | 3 ++ airoboros-13b-gpt4-1.4.Q5_K_S.gguf | 3 ++ airoboros-13b-gpt4-1.4.Q6_K.gguf | 3 ++ airoboros-13b-gpt4-1.4.Q8_0.gguf | 3 ++ 14 files changed, 149 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 airoboros-13b-gpt4-1.4.IQ4_XS.gguf create mode 100644 airoboros-13b-gpt4-1.4.Q2_K.gguf create mode 100644 airoboros-13b-gpt4-1.4.Q3_K_L.gguf create mode 100644 airoboros-13b-gpt4-1.4.Q3_K_M.gguf create mode 100644 airoboros-13b-gpt4-1.4.Q3_K_S.gguf create mode 100644 airoboros-13b-gpt4-1.4.Q4_0_4_4.gguf create mode 100644 airoboros-13b-gpt4-1.4.Q4_K_M.gguf create mode 100644 airoboros-13b-gpt4-1.4.Q4_K_S.gguf create mode 100644 airoboros-13b-gpt4-1.4.Q5_K_M.gguf create mode 100644 airoboros-13b-gpt4-1.4.Q5_K_S.gguf create mode 100644 airoboros-13b-gpt4-1.4.Q6_K.gguf create mode 100644 airoboros-13b-gpt4-1.4.Q8_0.gguf diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..3241042 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,47 @@ +*.7z filter=lfs diff=lfs merge=lfs 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merge=lfs -text +airoboros-13b-gpt4-1.4.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +airoboros-13b-gpt4-1.4.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +airoboros-13b-gpt4-1.4.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +airoboros-13b-gpt4-1.4.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +airoboros-13b-gpt4-1.4.Q4_0_4_4.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..179f6a9 --- /dev/null +++ b/README.md @@ -0,0 +1,66 @@ +--- +base_model: jondurbin/airoboros-13b-gpt4-1.4 +datasets: +- jondurbin/airoboros-gpt4-1.4 +language: +- en +library_name: transformers +license: cc-by-nc-4.0 +quantized_by: mradermacher +--- +## About + + + + + + +static quants of https://huggingface.co/jondurbin/airoboros-13b-gpt4-1.4 + + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/airoboros-13b-gpt4-1.4-i1-GGUF +## Usage + +If you are unsure how to use GGUF files, refer to one of [TheBloke's +READMEs](https://huggingface.co/TheBloke/KafkaLM-70B-German-V0.1-GGUF) for +more details, including on how to concatenate multi-part files. + +## Provided Quants + +(sorted by size, not necessarily quality. IQ-quants are often preferable over similar sized non-IQ quants) + +| Link | Type | Size/GB | Notes | +|:-----|:-----|--------:|:------| +| [GGUF](https://huggingface.co/mradermacher/airoboros-13b-gpt4-1.4-GGUF/resolve/main/airoboros-13b-gpt4-1.4.Q2_K.gguf) | Q2_K | 5.0 | | +| [GGUF](https://huggingface.co/mradermacher/airoboros-13b-gpt4-1.4-GGUF/resolve/main/airoboros-13b-gpt4-1.4.Q3_K_S.gguf) | Q3_K_S | 5.8 | | +| [GGUF](https://huggingface.co/mradermacher/airoboros-13b-gpt4-1.4-GGUF/resolve/main/airoboros-13b-gpt4-1.4.Q3_K_M.gguf) | Q3_K_M | 6.4 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/airoboros-13b-gpt4-1.4-GGUF/resolve/main/airoboros-13b-gpt4-1.4.Q3_K_L.gguf) | Q3_K_L | 7.0 | | +| [GGUF](https://huggingface.co/mradermacher/airoboros-13b-gpt4-1.4-GGUF/resolve/main/airoboros-13b-gpt4-1.4.IQ4_XS.gguf) | IQ4_XS | 7.1 | | +| [GGUF](https://huggingface.co/mradermacher/airoboros-13b-gpt4-1.4-GGUF/resolve/main/airoboros-13b-gpt4-1.4.Q4_0_4_4.gguf) | Q4_0_4_4 | 7.5 | fast on arm, low quality | +| [GGUF](https://huggingface.co/mradermacher/airoboros-13b-gpt4-1.4-GGUF/resolve/main/airoboros-13b-gpt4-1.4.Q4_K_S.gguf) | Q4_K_S | 7.5 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/airoboros-13b-gpt4-1.4-GGUF/resolve/main/airoboros-13b-gpt4-1.4.Q4_K_M.gguf) | Q4_K_M | 8.0 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/airoboros-13b-gpt4-1.4-GGUF/resolve/main/airoboros-13b-gpt4-1.4.Q5_K_S.gguf) | Q5_K_S | 9.1 | | +| [GGUF](https://huggingface.co/mradermacher/airoboros-13b-gpt4-1.4-GGUF/resolve/main/airoboros-13b-gpt4-1.4.Q5_K_M.gguf) | Q5_K_M | 9.3 | | +| [GGUF](https://huggingface.co/mradermacher/airoboros-13b-gpt4-1.4-GGUF/resolve/main/airoboros-13b-gpt4-1.4.Q6_K.gguf) | Q6_K | 10.8 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/airoboros-13b-gpt4-1.4-GGUF/resolve/main/airoboros-13b-gpt4-1.4.Q8_0.gguf) | Q8_0 | 13.9 | fast, best quality | + +Here is a handy graph by ikawrakow comparing some lower-quality quant +types (lower is better): + +![image.png](https://www.nethype.de/huggingface_embed/quantpplgraph.png) + +And here are Artefact2's thoughts on the matter: +https://gist.github.com/Artefact2/b5f810600771265fc1e39442288e8ec9 + +## FAQ / Model Request + +See https://huggingface.co/mradermacher/model_requests for some answers to +questions you might have and/or if you want some other model quantized. + +## Thanks + +I thank my company, [nethype GmbH](https://www.nethype.de/), for letting +me use its servers and providing upgrades to my workstation to enable +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. + + diff --git a/airoboros-13b-gpt4-1.4.IQ4_XS.gguf b/airoboros-13b-gpt4-1.4.IQ4_XS.gguf new file mode 100644 index 0000000..040fd44 --- /dev/null +++ b/airoboros-13b-gpt4-1.4.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7b0aba59b1974469e5685ed6d78211dcf428cc698c374ec099d73accfe0dc59c +size 7019518912 diff --git a/airoboros-13b-gpt4-1.4.Q2_K.gguf b/airoboros-13b-gpt4-1.4.Q2_K.gguf new file mode 100644 index 0000000..9cca82b --- /dev/null +++ b/airoboros-13b-gpt4-1.4.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b555fc7e4583c50f9dd0b9c23ac9c3989953afd7c922ad0c11eab4b54a83b82f +size 4854270912 diff --git a/airoboros-13b-gpt4-1.4.Q3_K_L.gguf b/airoboros-13b-gpt4-1.4.Q3_K_L.gguf new file mode 100644 index 0000000..3bdef6d --- /dev/null +++ b/airoboros-13b-gpt4-1.4.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:387a907f542b80893b072ac2b9d617d2e966ebb49350ee6dc09de2537b05c68e +size 6929560512 diff --git a/airoboros-13b-gpt4-1.4.Q3_K_M.gguf b/airoboros-13b-gpt4-1.4.Q3_K_M.gguf new file mode 100644 index 0000000..405e654 --- /dev/null +++ b/airoboros-13b-gpt4-1.4.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:16366c0225941bf9b53cb0c2aa3380d23164c0b7f992d9aa8a15e2113b4ab5b4 +size 6337770432 diff --git a/airoboros-13b-gpt4-1.4.Q3_K_S.gguf b/airoboros-13b-gpt4-1.4.Q3_K_S.gguf new file mode 100644 index 0000000..cbed21c --- /dev/null +++ b/airoboros-13b-gpt4-1.4.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7c878f64040af33d8e4a4a06c0a36cce13df71838066371610b68a8e407ea56d +size 5658981312 diff --git a/airoboros-13b-gpt4-1.4.Q4_0_4_4.gguf b/airoboros-13b-gpt4-1.4.Q4_0_4_4.gguf new file mode 100644 index 0000000..d444fa5 --- /dev/null +++ b/airoboros-13b-gpt4-1.4.Q4_0_4_4.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5d3bdde97fd1ada2e2b477a72d6b5c811d34f2dacd8af5f3fa4e7be418318ecb +size 7365835712 diff --git a/airoboros-13b-gpt4-1.4.Q4_K_M.gguf b/airoboros-13b-gpt4-1.4.Q4_K_M.gguf new file mode 100644 index 0000000..bfff1d4 --- /dev/null +++ b/airoboros-13b-gpt4-1.4.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1ef21e451765da1ca2f2f524a057b978b897edcd8d87a7a1be1fc205bc28cd67 +size 7865957312 diff --git a/airoboros-13b-gpt4-1.4.Q4_K_S.gguf b/airoboros-13b-gpt4-1.4.Q4_K_S.gguf new file mode 100644 index 0000000..f2e5a8c --- /dev/null +++ b/airoboros-13b-gpt4-1.4.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:655a3a4e405ba8b2777a936b485753f617e311ab616a3e1fd7fe0cb73a12a74e +size 7423179712 diff --git a/airoboros-13b-gpt4-1.4.Q5_K_M.gguf b/airoboros-13b-gpt4-1.4.Q5_K_M.gguf new file mode 100644 index 0000000..c4f0000 --- /dev/null +++ b/airoboros-13b-gpt4-1.4.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:48a678990b03e8412a1dbb06d9645f131611d37b9414d3d9fcf2a7c8a8e4eac0 +size 9229925312 diff --git a/airoboros-13b-gpt4-1.4.Q5_K_S.gguf b/airoboros-13b-gpt4-1.4.Q5_K_S.gguf new file mode 100644 index 0000000..7c51240 --- /dev/null +++ b/airoboros-13b-gpt4-1.4.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1e6d68f5fa9ea922cd485577710c7b96215da69838518ea3593998081e7d114e +size 8972286912 diff --git a/airoboros-13b-gpt4-1.4.Q6_K.gguf b/airoboros-13b-gpt4-1.4.Q6_K.gguf new file mode 100644 index 0000000..0edc79b --- /dev/null +++ b/airoboros-13b-gpt4-1.4.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6eb6c9dff813082b68980c42f6b5bcaa7a51d6f7715009ea5dd8537ba9e187ae +size 10679141312 diff --git a/airoboros-13b-gpt4-1.4.Q8_0.gguf b/airoboros-13b-gpt4-1.4.Q8_0.gguf new file mode 100644 index 0000000..d3e64a5 --- /dev/null +++ b/airoboros-13b-gpt4-1.4.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7390d97f4fbee6cc9dfb79fc98b6947464010fb5b2a451763b2703d199a093b9 +size 13831320512