commit 8a2958b3b063e4e582bed22d3998cb09d40d856a Author: ModelHub XC Date: Thu Jul 16 18:36:09 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/TinyWand-DPO-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..6a44972 --- /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 +TinyWand-DPO.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +TinyWand-DPO.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +TinyWand-DPO.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +TinyWand-DPO.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +TinyWand-DPO.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +TinyWand-DPO.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +TinyWand-DPO.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +TinyWand-DPO.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +TinyWand-DPO.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +TinyWand-DPO.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +TinyWand-DPO.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +TinyWand-DPO.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..5eaf388 --- /dev/null +++ b/README.md @@ -0,0 +1,64 @@ +--- +base_model: maywell/TinyWand-DPO +language: +- en +library_name: transformers +license: apache-2.0 +quantized_by: mradermacher +--- +## About + + + + + + +static quants of https://huggingface.co/maywell/TinyWand-DPO + + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/TinyWand-DPO-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/TinyWand-DPO-GGUF/resolve/main/TinyWand-DPO.Q2_K.gguf) | Q2_K | 0.7 | | +| [GGUF](https://huggingface.co/mradermacher/TinyWand-DPO-GGUF/resolve/main/TinyWand-DPO.Q3_K_S.gguf) | Q3_K_S | 0.8 | | +| [GGUF](https://huggingface.co/mradermacher/TinyWand-DPO-GGUF/resolve/main/TinyWand-DPO.Q3_K_M.gguf) | Q3_K_M | 0.9 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/TinyWand-DPO-GGUF/resolve/main/TinyWand-DPO.Q3_K_L.gguf) | Q3_K_L | 1.0 | | +| [GGUF](https://huggingface.co/mradermacher/TinyWand-DPO-GGUF/resolve/main/TinyWand-DPO.IQ4_XS.gguf) | IQ4_XS | 1.0 | | +| [GGUF](https://huggingface.co/mradermacher/TinyWand-DPO-GGUF/resolve/main/TinyWand-DPO.Q4_K_S.gguf) | Q4_K_S | 1.0 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/TinyWand-DPO-GGUF/resolve/main/TinyWand-DPO.Q4_K_M.gguf) | Q4_K_M | 1.1 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/TinyWand-DPO-GGUF/resolve/main/TinyWand-DPO.Q5_K_S.gguf) | Q5_K_S | 1.2 | | +| [GGUF](https://huggingface.co/mradermacher/TinyWand-DPO-GGUF/resolve/main/TinyWand-DPO.Q5_K_M.gguf) | Q5_K_M | 1.3 | | +| [GGUF](https://huggingface.co/mradermacher/TinyWand-DPO-GGUF/resolve/main/TinyWand-DPO.Q6_K.gguf) | Q6_K | 1.4 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/TinyWand-DPO-GGUF/resolve/main/TinyWand-DPO.Q8_0.gguf) | Q8_0 | 1.8 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/TinyWand-DPO-GGUF/resolve/main/TinyWand-DPO.f16.gguf) | f16 | 3.4 | 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/TinyWand-DPO.IQ4_XS.gguf b/TinyWand-DPO.IQ4_XS.gguf new file mode 100644 index 0000000..0f885e3 --- /dev/null +++ b/TinyWand-DPO.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:00591b118aa405551c72cc9edfd06cd679113a5f2cf64099db407fb3ae35bc80 +size 895354432 diff --git a/TinyWand-DPO.Q2_K.gguf b/TinyWand-DPO.Q2_K.gguf new file mode 100644 index 0000000..05072fe --- /dev/null +++ b/TinyWand-DPO.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:71d0f917116f367f99c78570673d63407cc7a7cd4a5641d63624706eccc468b5 +size 626386496 diff --git a/TinyWand-DPO.Q3_K_L.gguf b/TinyWand-DPO.Q3_K_L.gguf new file mode 100644 index 0000000..9cdbaa6 --- /dev/null +++ b/TinyWand-DPO.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e59326af3b4cc12551a3a649831da4bceafcccf39a1c247574d984337a96f7af +size 869094976 diff --git a/TinyWand-DPO.Q3_K_M.gguf b/TinyWand-DPO.Q3_K_M.gguf new file mode 100644 index 0000000..ee70d52 --- /dev/null +++ b/TinyWand-DPO.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4425f2115e7bcd473b0c4567b50a59069bc61ffa51e5cf75a486a4ed9f065503 +size 803034688 diff --git a/TinyWand-DPO.Q3_K_S.gguf b/TinyWand-DPO.Q3_K_S.gguf new file mode 100644 index 0000000..e61a36d --- /dev/null +++ b/TinyWand-DPO.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9b75b980bc17501de025207474353abec993ee0a410d5afefb8e18d795a320d0 +size 726627904 diff --git a/TinyWand-DPO.Q4_K_M.gguf b/TinyWand-DPO.Q4_K_M.gguf new file mode 100644 index 0000000..7372f4e --- /dev/null +++ b/TinyWand-DPO.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4a53b486044d9dd8298ad51dc6ccc8004c133a8ebe4451008391186cd10e3e07 +size 987051584 diff --git a/TinyWand-DPO.Q4_K_S.gguf b/TinyWand-DPO.Q4_K_S.gguf new file mode 100644 index 0000000..2b6a415 --- /dev/null +++ b/TinyWand-DPO.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a224b53822df8971413f474e0af4da6bdbfbfb328e348926859966d720ce5e8d +size 940230208 diff --git a/TinyWand-DPO.Q5_K_M.gguf b/TinyWand-DPO.Q5_K_M.gguf new file mode 100644 index 0000000..47ef75a --- /dev/null +++ b/TinyWand-DPO.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f72f6c4f50b23bf88c4a634103f0cbd081f2a41d39c3e1aca2bb7b1aa752f8ff +size 1156789824 diff --git a/TinyWand-DPO.Q5_K_S.gguf b/TinyWand-DPO.Q5_K_S.gguf new file mode 100644 index 0000000..1073460 --- /dev/null +++ b/TinyWand-DPO.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c675f27174c03abb88a6f2616246ae6ea111ffaa6deebf3341b427f8b6bf56b9 +size 1129563712 diff --git a/TinyWand-DPO.Q6_K.gguf b/TinyWand-DPO.Q6_K.gguf new file mode 100644 index 0000000..2494b24 --- /dev/null +++ b/TinyWand-DPO.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:29e41f74e0eda3d1a74a00058e896e6dadcb10376eb53a933c5ab8649b49b2ec +size 1337136704 diff --git a/TinyWand-DPO.Q8_0.gguf b/TinyWand-DPO.Q8_0.gguf new file mode 100644 index 0000000..c59a31d --- /dev/null +++ b/TinyWand-DPO.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e9c3a94210258c2552a3b35117f2b637385a3cbef8895e54341d16f391d9437a +size 1731524160 diff --git a/TinyWand-DPO.f16.gguf b/TinyWand-DPO.f16.gguf new file mode 100644 index 0000000..208108b --- /dev/null +++ b/TinyWand-DPO.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c52fc9c224a9461f223c63c4d39ad8f1442150b4fcd51ec8d91a70dc57ae1d06 +size 3258185280