From 7b3cdbc877ab83d437f6ccfca6245393ec345e5f Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Mon, 12 Oct 2026 05:39:16 +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/orpo-lora-phi2-GGUF Source: Original Platform --- .gitattributes | 47 +++++++++++++++++++++++++++ README.md | 66 ++++++++++++++++++++++++++++++++++++++ orpo-lora-phi2.IQ4_XS.gguf | 3 ++ orpo-lora-phi2.Q2_K.gguf | 3 ++ orpo-lora-phi2.Q3_K_L.gguf | 3 ++ orpo-lora-phi2.Q3_K_M.gguf | 3 ++ orpo-lora-phi2.Q3_K_S.gguf | 3 ++ orpo-lora-phi2.Q4_K_M.gguf | 3 ++ orpo-lora-phi2.Q4_K_S.gguf | 3 ++ orpo-lora-phi2.Q5_K_M.gguf | 3 ++ orpo-lora-phi2.Q5_K_S.gguf | 3 ++ orpo-lora-phi2.Q6_K.gguf | 3 ++ orpo-lora-phi2.Q8_0.gguf | 3 ++ orpo-lora-phi2.f16.gguf | 3 ++ 14 files changed, 149 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 orpo-lora-phi2.IQ4_XS.gguf create mode 100644 orpo-lora-phi2.Q2_K.gguf create mode 100644 orpo-lora-phi2.Q3_K_L.gguf create mode 100644 orpo-lora-phi2.Q3_K_M.gguf create mode 100644 orpo-lora-phi2.Q3_K_S.gguf create mode 100644 orpo-lora-phi2.Q4_K_M.gguf create mode 100644 orpo-lora-phi2.Q4_K_S.gguf create mode 100644 orpo-lora-phi2.Q5_K_M.gguf create mode 100644 orpo-lora-phi2.Q5_K_S.gguf create mode 100644 orpo-lora-phi2.Q6_K.gguf create mode 100644 orpo-lora-phi2.Q8_0.gguf create mode 100644 orpo-lora-phi2.f16.gguf diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..75ed81b --- /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 +orpo-lora-phi2.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +orpo-lora-phi2.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +orpo-lora-phi2.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +orpo-lora-phi2.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +orpo-lora-phi2.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +orpo-lora-phi2.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +orpo-lora-phi2.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +orpo-lora-phi2.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +orpo-lora-phi2.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +orpo-lora-phi2.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +orpo-lora-phi2.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +orpo-lora-phi2.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..b047f6b --- /dev/null +++ b/README.md @@ -0,0 +1,66 @@ +--- +base_model: Amu/orpo-lora-phi2 +language: +- en +library_name: transformers +license: apache-2.0 +quantized_by: mradermacher +tags: +- generated_from_trainer +--- +## About + + + + + + +static quants of https://huggingface.co/Amu/orpo-lora-phi2 + + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/orpo-lora-phi2-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/orpo-lora-phi2-GGUF/resolve/main/orpo-lora-phi2.Q2_K.gguf) | Q2_K | 1.2 | | +| [GGUF](https://huggingface.co/mradermacher/orpo-lora-phi2-GGUF/resolve/main/orpo-lora-phi2.Q3_K_S.gguf) | Q3_K_S | 1.4 | | +| [GGUF](https://huggingface.co/mradermacher/orpo-lora-phi2-GGUF/resolve/main/orpo-lora-phi2.Q3_K_M.gguf) | Q3_K_M | 1.5 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/orpo-lora-phi2-GGUF/resolve/main/orpo-lora-phi2.IQ4_XS.gguf) | IQ4_XS | 1.6 | | +| [GGUF](https://huggingface.co/mradermacher/orpo-lora-phi2-GGUF/resolve/main/orpo-lora-phi2.Q3_K_L.gguf) | Q3_K_L | 1.7 | | +| [GGUF](https://huggingface.co/mradermacher/orpo-lora-phi2-GGUF/resolve/main/orpo-lora-phi2.Q4_K_S.gguf) | Q4_K_S | 1.7 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/orpo-lora-phi2-GGUF/resolve/main/orpo-lora-phi2.Q4_K_M.gguf) | Q4_K_M | 1.8 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/orpo-lora-phi2-GGUF/resolve/main/orpo-lora-phi2.Q5_K_S.gguf) | Q5_K_S | 2.0 | | +| [GGUF](https://huggingface.co/mradermacher/orpo-lora-phi2-GGUF/resolve/main/orpo-lora-phi2.Q5_K_M.gguf) | Q5_K_M | 2.1 | | +| [GGUF](https://huggingface.co/mradermacher/orpo-lora-phi2-GGUF/resolve/main/orpo-lora-phi2.Q6_K.gguf) | Q6_K | 2.4 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/orpo-lora-phi2-GGUF/resolve/main/orpo-lora-phi2.Q8_0.gguf) | Q8_0 | 3.1 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/orpo-lora-phi2-GGUF/resolve/main/orpo-lora-phi2.f16.gguf) | f16 | 5.7 | 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. 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/orpo-lora-phi2.IQ4_XS.gguf b/orpo-lora-phi2.IQ4_XS.gguf new file mode 100644 index 0000000..06648ce --- /dev/null +++ b/orpo-lora-phi2.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:95189f2fad884d180a4646703a20252a904693f74032b613691d55a2fb3cc82f +size 1536114656 diff --git a/orpo-lora-phi2.Q2_K.gguf b/orpo-lora-phi2.Q2_K.gguf new file mode 100644 index 0000000..5dfc8e6 --- /dev/null +++ b/orpo-lora-phi2.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:80f615081d8e7b7a5134bf273c630fa3300fabd0c1a2cf5ab47ca391b98180dd +size 1109721056 diff --git a/orpo-lora-phi2.Q3_K_L.gguf b/orpo-lora-phi2.Q3_K_L.gguf new file mode 100644 index 0000000..eb78f1c --- /dev/null +++ b/orpo-lora-phi2.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c9f1d796abcf35b8773830859220963ec4007fb8ba8ceeebaf1f386ac367c7d6 +size 1575231456 diff --git a/orpo-lora-phi2.Q3_K_M.gguf b/orpo-lora-phi2.Q3_K_M.gguf new file mode 100644 index 0000000..b5b87c4 --- /dev/null +++ b/orpo-lora-phi2.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:70351280725444ed71e1ff4c832fb9bff942db2233abb12c2a4e3db11e084ab5 +size 1426137056 diff --git a/orpo-lora-phi2.Q3_K_S.gguf b/orpo-lora-phi2.Q3_K_S.gguf new file mode 100644 index 0000000..8716fa4 --- /dev/null +++ b/orpo-lora-phi2.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7892e600cd361124e412bca904b8d304a971e216099cd461c5a96f9384336d71 +size 1250828256 diff --git a/orpo-lora-phi2.Q4_K_M.gguf b/orpo-lora-phi2.Q4_K_M.gguf new file mode 100644 index 0000000..9f647db --- /dev/null +++ b/orpo-lora-phi2.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:668ed9eb4ff6e01370acfbc3a4248be72726a0f5d29793c5730b6d2591317341 +size 1737637856 diff --git a/orpo-lora-phi2.Q4_K_S.gguf b/orpo-lora-phi2.Q4_K_S.gguf new file mode 100644 index 0000000..733cf93 --- /dev/null +++ b/orpo-lora-phi2.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d15e5b996caac8abc35d72884dd25f354152d660346bae93e32291367e81c461 +size 1618853856 diff --git a/orpo-lora-phi2.Q5_K_M.gguf b/orpo-lora-phi2.Q5_K_M.gguf new file mode 100644 index 0000000..b0471f2 --- /dev/null +++ b/orpo-lora-phi2.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:887b48dfab834de85d4e49dabf3218817d74d0e4c0770d3d5fa22ba68c8ca6dc +size 2003058656 diff --git a/orpo-lora-phi2.Q5_K_S.gguf b/orpo-lora-phi2.Q5_K_S.gguf new file mode 100644 index 0000000..2c24fd2 --- /dev/null +++ b/orpo-lora-phi2.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9bcad8358b375f1b50eb07f0de06073f4c52e5b8a4cbe6d667d9d0aa72861960 +size 1933426656 diff --git a/orpo-lora-phi2.Q6_K.gguf b/orpo-lora-phi2.Q6_K.gguf new file mode 100644 index 0000000..3c36bf0 --- /dev/null +++ b/orpo-lora-phi2.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:72e4a6d08205830debd8d1fdb14f410a82afcb4fda50265cff47caffc12b1490 +size 2285068256 diff --git a/orpo-lora-phi2.Q8_0.gguf b/orpo-lora-phi2.Q8_0.gguf new file mode 100644 index 0000000..73c95b2 --- /dev/null +++ b/orpo-lora-phi2.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e84f688de4c3b1974988023bc04884f67b4046d2da94ea57ae5849fa7e93591a +size 2958041056 diff --git a/orpo-lora-phi2.f16.gguf b/orpo-lora-phi2.f16.gguf new file mode 100644 index 0000000..50c7727 --- /dev/null +++ b/orpo-lora-phi2.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f369f562299f68c9371e3bd77aa01d9c1affa5ed5ee8722811cd93f70b5f4f8a +size 5563097056