From ffbc37566c1146c53a99d03f557a27838f4c11e9 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Thu, 7 May 2026 23:19:55 +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/Lynx-TinySync-0.6B-GGUF Source: Original Platform --- .gitattributes | 47 +++++++++++++++++++++ Lynx-TinySync-0.6B.IQ4_XS.gguf | 3 ++ Lynx-TinySync-0.6B.Q2_K.gguf | 3 ++ Lynx-TinySync-0.6B.Q3_K_L.gguf | 3 ++ Lynx-TinySync-0.6B.Q3_K_M.gguf | 3 ++ Lynx-TinySync-0.6B.Q3_K_S.gguf | 3 ++ Lynx-TinySync-0.6B.Q4_K_M.gguf | 3 ++ Lynx-TinySync-0.6B.Q4_K_S.gguf | 3 ++ Lynx-TinySync-0.6B.Q5_K_M.gguf | 3 ++ Lynx-TinySync-0.6B.Q5_K_S.gguf | 3 ++ Lynx-TinySync-0.6B.Q6_K.gguf | 3 ++ Lynx-TinySync-0.6B.Q8_0.gguf | 3 ++ Lynx-TinySync-0.6B.f16.gguf | 3 ++ README.md | 75 ++++++++++++++++++++++++++++++++++ 14 files changed, 158 insertions(+) create mode 100644 .gitattributes create mode 100644 Lynx-TinySync-0.6B.IQ4_XS.gguf create mode 100644 Lynx-TinySync-0.6B.Q2_K.gguf create mode 100644 Lynx-TinySync-0.6B.Q3_K_L.gguf create mode 100644 Lynx-TinySync-0.6B.Q3_K_M.gguf create mode 100644 Lynx-TinySync-0.6B.Q3_K_S.gguf create mode 100644 Lynx-TinySync-0.6B.Q4_K_M.gguf create mode 100644 Lynx-TinySync-0.6B.Q4_K_S.gguf create mode 100644 Lynx-TinySync-0.6B.Q5_K_M.gguf create mode 100644 Lynx-TinySync-0.6B.Q5_K_S.gguf create mode 100644 Lynx-TinySync-0.6B.Q6_K.gguf create mode 100644 Lynx-TinySync-0.6B.Q8_0.gguf create mode 100644 Lynx-TinySync-0.6B.f16.gguf create mode 100644 README.md diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..02eee02 --- /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 +Lynx-TinySync-0.6B.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +Lynx-TinySync-0.6B.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Lynx-TinySync-0.6B.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Lynx-TinySync-0.6B.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Lynx-TinySync-0.6B.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Lynx-TinySync-0.6B.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Lynx-TinySync-0.6B.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Lynx-TinySync-0.6B.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Lynx-TinySync-0.6B.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Lynx-TinySync-0.6B.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +Lynx-TinySync-0.6B.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +Lynx-TinySync-0.6B.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Lynx-TinySync-0.6B.IQ4_XS.gguf b/Lynx-TinySync-0.6B.IQ4_XS.gguf new file mode 100644 index 0000000..05a213b --- /dev/null +++ b/Lynx-TinySync-0.6B.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4ea0cd41f1664380649e6ecadfcb17dfba6d7b6348299750ae8bcf2718c31d48 +size 369279072 diff --git a/Lynx-TinySync-0.6B.Q2_K.gguf b/Lynx-TinySync-0.6B.Q2_K.gguf new file mode 100644 index 0000000..0562f3a --- /dev/null +++ b/Lynx-TinySync-0.6B.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:11411b337f713f1a90fa5c2fd777833db25956704e113c3505136d0d6ce26709 +size 296239200 diff --git a/Lynx-TinySync-0.6B.Q3_K_L.gguf b/Lynx-TinySync-0.6B.Q3_K_L.gguf new file mode 100644 index 0000000..ab13958 --- /dev/null +++ b/Lynx-TinySync-0.6B.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:43d37614a0f7be0554fdb067c5eadcbbb5ce3fad2287939dbcff26e1e2ebff45 +size 368492640 diff --git a/Lynx-TinySync-0.6B.Q3_K_M.gguf b/Lynx-TinySync-0.6B.Q3_K_M.gguf new file mode 100644 index 0000000..c0fe3c1 --- /dev/null +++ b/Lynx-TinySync-0.6B.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:75dac19f7861500dcb37024c55393d2fb12c56507b77c0942f0d4ab0c4395972 +size 347127904 diff --git a/Lynx-TinySync-0.6B.Q3_K_S.gguf b/Lynx-TinySync-0.6B.Q3_K_S.gguf new file mode 100644 index 0000000..1bf134f --- /dev/null +++ b/Lynx-TinySync-0.6B.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a8846a801e2b1cbc31aed7938a1fbaee2c9a94da8e5cf20f0ef3421020463605 +size 323076192 diff --git a/Lynx-TinySync-0.6B.Q4_K_M.gguf b/Lynx-TinySync-0.6B.Q4_K_M.gguf new file mode 100644 index 0000000..10681ab --- /dev/null +++ b/Lynx-TinySync-0.6B.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dac47f6e1ac0a87219d0e6608c96f9ed46194606d7e288aca6b415972a2cd445 +size 396705888 diff --git a/Lynx-TinySync-0.6B.Q4_K_S.gguf b/Lynx-TinySync-0.6B.Q4_K_S.gguf new file mode 100644 index 0000000..6dd3c9c --- /dev/null +++ b/Lynx-TinySync-0.6B.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9ad13cdcff3e96b3d01609decaee9c09873bb4a66092c74defeef7a795aee190 +size 383271008 diff --git a/Lynx-TinySync-0.6B.Q5_K_M.gguf b/Lynx-TinySync-0.6B.Q5_K_M.gguf new file mode 100644 index 0000000..111620c --- /dev/null +++ b/Lynx-TinySync-0.6B.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0aee25d57d0fe03dd3bb9eb3372ac75d9b36b6fe1e41f8bd5dad6d89134af2c1 +size 444416096 diff --git a/Lynx-TinySync-0.6B.Q5_K_S.gguf b/Lynx-TinySync-0.6B.Q5_K_S.gguf new file mode 100644 index 0000000..095cc2f --- /dev/null +++ b/Lynx-TinySync-0.6B.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2a21bb63e66159f9a860e9d7eeb039520c6d9bb3ca266e47281dc088ecd266de +size 436617312 diff --git a/Lynx-TinySync-0.6B.Q6_K.gguf b/Lynx-TinySync-0.6B.Q6_K.gguf new file mode 100644 index 0000000..ecc4132 --- /dev/null +++ b/Lynx-TinySync-0.6B.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:70e50c7184de7ca37291466a8b6960f7cd68fd731c07353b0bff874669eb4495 +size 495108192 diff --git a/Lynx-TinySync-0.6B.Q8_0.gguf b/Lynx-TinySync-0.6B.Q8_0.gguf new file mode 100644 index 0000000..12edb56 --- /dev/null +++ b/Lynx-TinySync-0.6B.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:58915e6e28c5cb522287ff4ebcdcaeb8e7a567914bdca4589f69a5073108a3be +size 639448160 diff --git a/Lynx-TinySync-0.6B.f16.gguf b/Lynx-TinySync-0.6B.f16.gguf new file mode 100644 index 0000000..ddbe6be --- /dev/null +++ b/Lynx-TinySync-0.6B.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6794ed67abcba4df292c527238a4957d18fa655687296a4ce9af321b1b644fb0 +size 1198183520 diff --git a/README.md b/README.md new file mode 100644 index 0000000..de516c1 --- /dev/null +++ b/README.md @@ -0,0 +1,75 @@ +--- +base_model: prithivMLmods/Lynx-TinySync-0.6B +language: +- en +library_name: transformers +license: apache-2.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- text-generation-inference +- code +- general-reasoning +- moe +- math +--- +## About + + + + + + +static quants of https://huggingface.co/prithivMLmods/Lynx-TinySync-0.6B + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Lynx-TinySync-0.6B-GGUF).*** + +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/Lynx-TinySync-0.6B-GGUF/resolve/main/Lynx-TinySync-0.6B.Q2_K.gguf) | Q2_K | 0.4 | | +| [GGUF](https://huggingface.co/mradermacher/Lynx-TinySync-0.6B-GGUF/resolve/main/Lynx-TinySync-0.6B.Q3_K_S.gguf) | Q3_K_S | 0.4 | | +| [GGUF](https://huggingface.co/mradermacher/Lynx-TinySync-0.6B-GGUF/resolve/main/Lynx-TinySync-0.6B.Q3_K_M.gguf) | Q3_K_M | 0.4 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Lynx-TinySync-0.6B-GGUF/resolve/main/Lynx-TinySync-0.6B.Q3_K_L.gguf) | Q3_K_L | 0.5 | | +| [GGUF](https://huggingface.co/mradermacher/Lynx-TinySync-0.6B-GGUF/resolve/main/Lynx-TinySync-0.6B.IQ4_XS.gguf) | IQ4_XS | 0.5 | | +| [GGUF](https://huggingface.co/mradermacher/Lynx-TinySync-0.6B-GGUF/resolve/main/Lynx-TinySync-0.6B.Q4_K_S.gguf) | Q4_K_S | 0.5 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Lynx-TinySync-0.6B-GGUF/resolve/main/Lynx-TinySync-0.6B.Q4_K_M.gguf) | Q4_K_M | 0.5 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Lynx-TinySync-0.6B-GGUF/resolve/main/Lynx-TinySync-0.6B.Q5_K_S.gguf) | Q5_K_S | 0.5 | | +| [GGUF](https://huggingface.co/mradermacher/Lynx-TinySync-0.6B-GGUF/resolve/main/Lynx-TinySync-0.6B.Q5_K_M.gguf) | Q5_K_M | 0.5 | | +| [GGUF](https://huggingface.co/mradermacher/Lynx-TinySync-0.6B-GGUF/resolve/main/Lynx-TinySync-0.6B.Q6_K.gguf) | Q6_K | 0.6 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/Lynx-TinySync-0.6B-GGUF/resolve/main/Lynx-TinySync-0.6B.Q8_0.gguf) | Q8_0 | 0.7 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/Lynx-TinySync-0.6B-GGUF/resolve/main/Lynx-TinySync-0.6B.f16.gguf) | f16 | 1.3 | 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. + +