From cc015dab8b5140af919e06a28bbe950b006a8c7c Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Thu, 25 Jun 2026 22:11:18 +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/ArxivLlama_HOP-GGUF Source: Original Platform --- .gitattributes | 47 +++++++++++++++++++++++++ ArxivLlama_HOP.IQ4_XS.gguf | 3 ++ ArxivLlama_HOP.Q2_K.gguf | 3 ++ ArxivLlama_HOP.Q3_K_L.gguf | 3 ++ ArxivLlama_HOP.Q3_K_M.gguf | 3 ++ ArxivLlama_HOP.Q3_K_S.gguf | 3 ++ ArxivLlama_HOP.Q4_K_M.gguf | 3 ++ ArxivLlama_HOP.Q4_K_S.gguf | 3 ++ ArxivLlama_HOP.Q5_K_M.gguf | 3 ++ ArxivLlama_HOP.Q5_K_S.gguf | 3 ++ ArxivLlama_HOP.Q6_K.gguf | 3 ++ ArxivLlama_HOP.Q8_0.gguf | 3 ++ ArxivLlama_HOP.f16.gguf | 3 ++ README.md | 71 ++++++++++++++++++++++++++++++++++++++ 14 files changed, 154 insertions(+) create mode 100644 .gitattributes create mode 100644 ArxivLlama_HOP.IQ4_XS.gguf create mode 100644 ArxivLlama_HOP.Q2_K.gguf create mode 100644 ArxivLlama_HOP.Q3_K_L.gguf create mode 100644 ArxivLlama_HOP.Q3_K_M.gguf create mode 100644 ArxivLlama_HOP.Q3_K_S.gguf create mode 100644 ArxivLlama_HOP.Q4_K_M.gguf create mode 100644 ArxivLlama_HOP.Q4_K_S.gguf create mode 100644 ArxivLlama_HOP.Q5_K_M.gguf create mode 100644 ArxivLlama_HOP.Q5_K_S.gguf create mode 100644 ArxivLlama_HOP.Q6_K.gguf create mode 100644 ArxivLlama_HOP.Q8_0.gguf create mode 100644 ArxivLlama_HOP.f16.gguf create mode 100644 README.md diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..34c177a --- /dev/null +++ b/.gitattributes @@ -0,0 +1,47 @@ +*.7z filter=lfs diff=lfs merge=lfs -text +*.arrow filter=lfs diff=lfs merge=lfs -text +*.bin filter=lfs diff=lfs merge=lfs -text +*.bz2 filter=lfs diff=lfs merge=lfs -text +*.ckpt filter=lfs diff=lfs merge=lfs -text +*.ftz filter=lfs diff=lfs merge=lfs -text +*.gz filter=lfs diff=lfs merge=lfs -text +*.h5 filter=lfs diff=lfs merge=lfs -text +*.joblib filter=lfs diff=lfs merge=lfs -text +*.lfs.* filter=lfs diff=lfs merge=lfs -text +*.mlmodel filter=lfs diff=lfs merge=lfs -text +*.model filter=lfs diff=lfs merge=lfs -text +*.msgpack filter=lfs diff=lfs merge=lfs -text +*.npy filter=lfs diff=lfs merge=lfs -text +*.npz filter=lfs diff=lfs merge=lfs -text +*.onnx filter=lfs diff=lfs merge=lfs -text +*.ot filter=lfs diff=lfs merge=lfs -text +*.parquet filter=lfs diff=lfs merge=lfs -text +*.pb filter=lfs diff=lfs merge=lfs -text +*.pickle filter=lfs diff=lfs merge=lfs -text +*.pkl filter=lfs diff=lfs merge=lfs -text +*.pt filter=lfs diff=lfs merge=lfs -text +*.pth filter=lfs diff=lfs merge=lfs -text +*.rar filter=lfs diff=lfs merge=lfs -text +*.safetensors filter=lfs diff=lfs merge=lfs -text +saved_model/**/* filter=lfs diff=lfs merge=lfs -text +*.tar.* filter=lfs diff=lfs merge=lfs -text +*.tar filter=lfs diff=lfs merge=lfs -text +*.tflite filter=lfs diff=lfs merge=lfs -text +*.tgz filter=lfs diff=lfs merge=lfs -text +*.wasm filter=lfs diff=lfs merge=lfs -text +*.xz filter=lfs diff=lfs merge=lfs -text +*.zip filter=lfs diff=lfs merge=lfs -text +*.zst filter=lfs diff=lfs merge=lfs -text +*tfevents* filter=lfs diff=lfs merge=lfs -text +ArxivLlama_HOP.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +ArxivLlama_HOP.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +ArxivLlama_HOP.f16.gguf filter=lfs diff=lfs merge=lfs -text +ArxivLlama_HOP.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +ArxivLlama_HOP.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +ArxivLlama_HOP.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +ArxivLlama_HOP.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +ArxivLlama_HOP.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +ArxivLlama_HOP.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +ArxivLlama_HOP.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +ArxivLlama_HOP.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +ArxivLlama_HOP.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/ArxivLlama_HOP.IQ4_XS.gguf b/ArxivLlama_HOP.IQ4_XS.gguf new file mode 100644 index 0000000..36814dc --- /dev/null +++ b/ArxivLlama_HOP.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2c6178ba2e4c0dce59265b80a271ed9778cdde5aa7573d3a648ce8325e632d98 +size 4484364576 diff --git a/ArxivLlama_HOP.Q2_K.gguf b/ArxivLlama_HOP.Q2_K.gguf new file mode 100644 index 0000000..4f80e46 --- /dev/null +++ b/ArxivLlama_HOP.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e7286ecc72d7fd67f73eef999fd38ef9b61ae67f7cc8428b4be6ae79512ecc9d +size 3179133216 diff --git a/ArxivLlama_HOP.Q3_K_L.gguf b/ArxivLlama_HOP.Q3_K_L.gguf new file mode 100644 index 0000000..ee2d0e1 --- /dev/null +++ b/ArxivLlama_HOP.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e7964f905e0bc32ba3701885a462c1557a387ca87c046bbe2b77616a1e163678 +size 4321958176 diff --git a/ArxivLlama_HOP.Q3_K_M.gguf b/ArxivLlama_HOP.Q3_K_M.gguf new file mode 100644 index 0000000..a35d16e --- /dev/null +++ b/ArxivLlama_HOP.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:afaaf4345153012907da1d381bc5ef7a966f45e1c163c17d4b024245a84da11e +size 4018919712 diff --git a/ArxivLlama_HOP.Q3_K_S.gguf b/ArxivLlama_HOP.Q3_K_S.gguf new file mode 100644 index 0000000..675c9c3 --- /dev/null +++ b/ArxivLlama_HOP.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:69f6bf5e90227588ac3a3e0328ece979eac5912d3afb86089303818cee21b37e +size 3664501024 diff --git a/ArxivLlama_HOP.Q4_K_M.gguf b/ArxivLlama_HOP.Q4_K_M.gguf new file mode 100644 index 0000000..c996b7c --- /dev/null +++ b/ArxivLlama_HOP.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3b559123a78d4c3578a2da3fc996b155f7ca387ea51b97817d4193601d13e58b +size 4920736032 diff --git a/ArxivLlama_HOP.Q4_K_S.gguf b/ArxivLlama_HOP.Q4_K_S.gguf new file mode 100644 index 0000000..46a9340 --- /dev/null +++ b/ArxivLlama_HOP.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3e64c66357d50f242060dae15b98c5ee90feeaf97439dcbdc0a558aa80592aaf +size 4692670752 diff --git a/ArxivLlama_HOP.Q5_K_M.gguf b/ArxivLlama_HOP.Q5_K_M.gguf new file mode 100644 index 0000000..e9a4714 --- /dev/null +++ b/ArxivLlama_HOP.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8b224b371b7c314b1fd9c0177b507d075b79652c2fad904f7462185716b86a19 +size 5732989216 diff --git a/ArxivLlama_HOP.Q5_K_S.gguf b/ArxivLlama_HOP.Q5_K_S.gguf new file mode 100644 index 0000000..8e105db --- /dev/null +++ b/ArxivLlama_HOP.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0d912915a3a0956bd31ecfad910829ebd4f99d0b93a5ef32b223e75c15925d7b +size 5599295776 diff --git a/ArxivLlama_HOP.Q6_K.gguf b/ArxivLlama_HOP.Q6_K.gguf new file mode 100644 index 0000000..c6f58f3 --- /dev/null +++ b/ArxivLlama_HOP.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e59a285cc91520401710cf869b052b1b92ac193d6a2f1f9874c1292da04e6531 +size 6596008224 diff --git a/ArxivLlama_HOP.Q8_0.gguf b/ArxivLlama_HOP.Q8_0.gguf new file mode 100644 index 0000000..9a2e7ca --- /dev/null +++ b/ArxivLlama_HOP.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:54d018f0bc4fd5c4d7884f9617724103fd60c35f3f120bafb51eceeec12f7458 +size 8540772640 diff --git a/ArxivLlama_HOP.f16.gguf b/ArxivLlama_HOP.f16.gguf new file mode 100644 index 0000000..c142dea --- /dev/null +++ b/ArxivLlama_HOP.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:aca188f8cc335c55148edb5d48a9a83f5ad69ee1c51b181a57741a78f01ef0b2 +size 16068892960 diff --git a/README.md b/README.md new file mode 100644 index 0000000..ad6228e --- /dev/null +++ b/README.md @@ -0,0 +1,71 @@ +--- +base_model: xinyifang/ArxivLlama_HOP +language: +- en +library_name: transformers +license: apache-2.0 +quantized_by: mradermacher +tags: +- text-generation-inference +- transformers +- unsloth +- llama +- trl +- sft +--- +## About + + + + + + +static quants of https://huggingface.co/xinyifang/ArxivLlama_HOP + + +weighted/imatrix quants seem not to be available (by me) at this time. If they do not show up a week or so after the static ones, I have probably not planned for them. Feel free to request them by opening a Community Discussion. +## 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/ArxivLlama_HOP-GGUF/resolve/main/ArxivLlama_HOP.Q2_K.gguf) | Q2_K | 3.3 | | +| [GGUF](https://huggingface.co/mradermacher/ArxivLlama_HOP-GGUF/resolve/main/ArxivLlama_HOP.Q3_K_S.gguf) | Q3_K_S | 3.8 | | +| [GGUF](https://huggingface.co/mradermacher/ArxivLlama_HOP-GGUF/resolve/main/ArxivLlama_HOP.Q3_K_M.gguf) | Q3_K_M | 4.1 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/ArxivLlama_HOP-GGUF/resolve/main/ArxivLlama_HOP.Q3_K_L.gguf) | Q3_K_L | 4.4 | | +| [GGUF](https://huggingface.co/mradermacher/ArxivLlama_HOP-GGUF/resolve/main/ArxivLlama_HOP.IQ4_XS.gguf) | IQ4_XS | 4.6 | | +| [GGUF](https://huggingface.co/mradermacher/ArxivLlama_HOP-GGUF/resolve/main/ArxivLlama_HOP.Q4_K_S.gguf) | Q4_K_S | 4.8 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/ArxivLlama_HOP-GGUF/resolve/main/ArxivLlama_HOP.Q4_K_M.gguf) | Q4_K_M | 5.0 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/ArxivLlama_HOP-GGUF/resolve/main/ArxivLlama_HOP.Q5_K_S.gguf) | Q5_K_S | 5.7 | | +| [GGUF](https://huggingface.co/mradermacher/ArxivLlama_HOP-GGUF/resolve/main/ArxivLlama_HOP.Q5_K_M.gguf) | Q5_K_M | 5.8 | | +| [GGUF](https://huggingface.co/mradermacher/ArxivLlama_HOP-GGUF/resolve/main/ArxivLlama_HOP.Q6_K.gguf) | Q6_K | 6.7 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/ArxivLlama_HOP-GGUF/resolve/main/ArxivLlama_HOP.Q8_0.gguf) | Q8_0 | 8.6 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/ArxivLlama_HOP-GGUF/resolve/main/ArxivLlama_HOP.f16.gguf) | f16 | 16.2 | 16 bpw, overkill | + +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. + +