From d4199ce24c7643c2c87d79c10384371a3c4114cf Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Sat, 11 Apr 2026 00:42:17 +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/SeQwence-14Bv6-GGUF Source: Original Platform --- .gitattributes | 47 +++++++++++++++++++++++++ README.md | 66 ++++++++++++++++++++++++++++++++++++ SeQwence-14Bv6.IQ4_XS.gguf | 3 ++ SeQwence-14Bv6.Q2_K.gguf | 3 ++ SeQwence-14Bv6.Q3_K_L.gguf | 3 ++ SeQwence-14Bv6.Q3_K_M.gguf | 3 ++ SeQwence-14Bv6.Q3_K_S.gguf | 3 ++ SeQwence-14Bv6.Q4_0_4_4.gguf | 3 ++ SeQwence-14Bv6.Q4_K_M.gguf | 3 ++ SeQwence-14Bv6.Q4_K_S.gguf | 3 ++ SeQwence-14Bv6.Q5_K_M.gguf | 3 ++ SeQwence-14Bv6.Q5_K_S.gguf | 3 ++ SeQwence-14Bv6.Q6_K.gguf | 3 ++ SeQwence-14Bv6.Q8_0.gguf | 3 ++ 14 files changed, 149 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 SeQwence-14Bv6.IQ4_XS.gguf create mode 100644 SeQwence-14Bv6.Q2_K.gguf create mode 100644 SeQwence-14Bv6.Q3_K_L.gguf create mode 100644 SeQwence-14Bv6.Q3_K_M.gguf create mode 100644 SeQwence-14Bv6.Q3_K_S.gguf create mode 100644 SeQwence-14Bv6.Q4_0_4_4.gguf create mode 100644 SeQwence-14Bv6.Q4_K_M.gguf create mode 100644 SeQwence-14Bv6.Q4_K_S.gguf create mode 100644 SeQwence-14Bv6.Q5_K_M.gguf create mode 100644 SeQwence-14Bv6.Q5_K_S.gguf create mode 100644 SeQwence-14Bv6.Q6_K.gguf create mode 100644 SeQwence-14Bv6.Q8_0.gguf diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..a5c4baf --- /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 +SeQwence-14Bv6.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +SeQwence-14Bv6.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +SeQwence-14Bv6.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +SeQwence-14Bv6.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +SeQwence-14Bv6.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +SeQwence-14Bv6.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +SeQwence-14Bv6.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +SeQwence-14Bv6.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +SeQwence-14Bv6.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +SeQwence-14Bv6.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +SeQwence-14Bv6.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +SeQwence-14Bv6.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..c5d69cf --- /dev/null +++ b/README.md @@ -0,0 +1,66 @@ +--- +base_model: CultriX/SeQwence-14Bv6 +language: +- en +library_name: transformers +quantized_by: mradermacher +tags: +- mergekit +- merge +--- +## About + + + + + + +static quants of https://huggingface.co/CultriX/SeQwence-14Bv6 + + +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/SeQwence-14Bv6-GGUF/resolve/main/SeQwence-14Bv6.Q2_K.gguf) | Q2_K | 5.9 | | +| [GGUF](https://huggingface.co/mradermacher/SeQwence-14Bv6-GGUF/resolve/main/SeQwence-14Bv6.Q3_K_S.gguf) | Q3_K_S | 6.8 | | +| [GGUF](https://huggingface.co/mradermacher/SeQwence-14Bv6-GGUF/resolve/main/SeQwence-14Bv6.Q3_K_M.gguf) | Q3_K_M | 7.4 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/SeQwence-14Bv6-GGUF/resolve/main/SeQwence-14Bv6.Q3_K_L.gguf) | Q3_K_L | 8.0 | | +| [GGUF](https://huggingface.co/mradermacher/SeQwence-14Bv6-GGUF/resolve/main/SeQwence-14Bv6.IQ4_XS.gguf) | IQ4_XS | 8.3 | | +| [GGUF](https://huggingface.co/mradermacher/SeQwence-14Bv6-GGUF/resolve/main/SeQwence-14Bv6.Q4_0_4_4.gguf) | Q4_0_4_4 | 8.6 | fast on arm, low quality | +| [GGUF](https://huggingface.co/mradermacher/SeQwence-14Bv6-GGUF/resolve/main/SeQwence-14Bv6.Q4_K_S.gguf) | Q4_K_S | 8.7 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/SeQwence-14Bv6-GGUF/resolve/main/SeQwence-14Bv6.Q4_K_M.gguf) | Q4_K_M | 9.1 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/SeQwence-14Bv6-GGUF/resolve/main/SeQwence-14Bv6.Q5_K_S.gguf) | Q5_K_S | 10.4 | | +| [GGUF](https://huggingface.co/mradermacher/SeQwence-14Bv6-GGUF/resolve/main/SeQwence-14Bv6.Q5_K_M.gguf) | Q5_K_M | 10.6 | | +| [GGUF](https://huggingface.co/mradermacher/SeQwence-14Bv6-GGUF/resolve/main/SeQwence-14Bv6.Q6_K.gguf) | Q6_K | 12.2 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/SeQwence-14Bv6-GGUF/resolve/main/SeQwence-14Bv6.Q8_0.gguf) | Q8_0 | 15.8 | 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/SeQwence-14Bv6.IQ4_XS.gguf b/SeQwence-14Bv6.IQ4_XS.gguf new file mode 100644 index 0000000..75d91d0 --- /dev/null +++ b/SeQwence-14Bv6.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1297ff30f5f67cb7568da11d57523371f973b286ba3fb4458320734a5bd9c54c +size 8183427392 diff --git a/SeQwence-14Bv6.Q2_K.gguf b/SeQwence-14Bv6.Q2_K.gguf new file mode 100644 index 0000000..65773c8 --- /dev/null +++ b/SeQwence-14Bv6.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bb6426b36d0d5dffce8674ab0d58783d58a28e57aba4e72a27a3e1077485798c +size 5768144448 diff --git a/SeQwence-14Bv6.Q3_K_L.gguf b/SeQwence-14Bv6.Q3_K_L.gguf new file mode 100644 index 0000000..e63c174 --- /dev/null +++ b/SeQwence-14Bv6.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d21c34b522d716ef848b170bd15b2ca500e5cb3fd4f9822f02449c289ade2a2f +size 7922207680 diff --git a/SeQwence-14Bv6.Q3_K_M.gguf b/SeQwence-14Bv6.Q3_K_M.gguf new file mode 100644 index 0000000..55abe74 --- /dev/null +++ b/SeQwence-14Bv6.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f2cafcd4979afd9430fb23f3a1538df72a3fa008739ea86bc0fe438a786e0d18 +size 7336643520 diff --git a/SeQwence-14Bv6.Q3_K_S.gguf b/SeQwence-14Bv6.Q3_K_S.gguf new file mode 100644 index 0000000..939e296 --- /dev/null +++ b/SeQwence-14Bv6.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4fd58e1567a6746ff75eb116bd02608221b2559eb7dafe5049b7ea35f1ba8b52 +size 6657035200 diff --git a/SeQwence-14Bv6.Q4_0_4_4.gguf b/SeQwence-14Bv6.Q4_0_4_4.gguf new file mode 100644 index 0000000..3462e15 --- /dev/null +++ b/SeQwence-14Bv6.Q4_0_4_4.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dec2b58bc46281faedcd87b40e428b8b01419165572c76c09b068db2fda38185 +size 8514893792 diff --git a/SeQwence-14Bv6.Q4_K_M.gguf b/SeQwence-14Bv6.Q4_K_M.gguf new file mode 100644 index 0000000..a533f4f --- /dev/null +++ b/SeQwence-14Bv6.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:51b8d6c1bdd998933e4d7f1afb1082cca1333cf87a23f8e55ee6624bb5381367 +size 8985278432 diff --git a/SeQwence-14Bv6.Q4_K_S.gguf b/SeQwence-14Bv6.Q4_K_S.gguf new file mode 100644 index 0000000..ac1e53b --- /dev/null +++ b/SeQwence-14Bv6.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:53f09a8111df6d217d16d7ab293cdcff741524e3ece0622ce4dfb736a4c6fc4a +size 8570599392 diff --git a/SeQwence-14Bv6.Q5_K_M.gguf b/SeQwence-14Bv6.Q5_K_M.gguf new file mode 100644 index 0000000..5c726fd --- /dev/null +++ b/SeQwence-14Bv6.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:388de42b22dad0d270c0b5b4d99423d9ee4397ba166387162471f821398ea38e +size 10505785952 diff --git a/SeQwence-14Bv6.Q5_K_S.gguf b/SeQwence-14Bv6.Q5_K_S.gguf new file mode 100644 index 0000000..0c9b48a --- /dev/null +++ b/SeQwence-14Bv6.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c0b8bcfac80f020e3afb3e7bb0728ec347144a315018c525faf5851862493cd5 +size 10263466592 diff --git a/SeQwence-14Bv6.Q6_K.gguf b/SeQwence-14Bv6.Q6_K.gguf new file mode 100644 index 0000000..3f6aa2f --- /dev/null +++ b/SeQwence-14Bv6.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:68320cdc15f02c58b29434be722f40b853ac5f42e196203f6ca18ff6c5c6f156 +size 12121325216 diff --git a/SeQwence-14Bv6.Q8_0.gguf b/SeQwence-14Bv6.Q8_0.gguf new file mode 100644 index 0000000..11350bf --- /dev/null +++ b/SeQwence-14Bv6.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a35846b9a409b0724f5b3a562dbecb4e8a6b6f3e0b88b72e658526740d94d250 +size 15697249568