From 31c44bb26e4ce1588191bac5a695031831946a88 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Wed, 8 Jul 2026 18:44:10 +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/llama7b-ictu-GGUF Source: Original Platform --- .gitattributes | 47 ++++++++++++++++++++++++++++ README.md | 66 ++++++++++++++++++++++++++++++++++++++++ llama7b-ictu.IQ4_XS.gguf | 3 ++ llama7b-ictu.Q2_K.gguf | 3 ++ llama7b-ictu.Q3_K_L.gguf | 3 ++ llama7b-ictu.Q3_K_M.gguf | 3 ++ llama7b-ictu.Q3_K_S.gguf | 3 ++ llama7b-ictu.Q4_K_M.gguf | 3 ++ llama7b-ictu.Q4_K_S.gguf | 3 ++ llama7b-ictu.Q5_K_M.gguf | 3 ++ llama7b-ictu.Q5_K_S.gguf | 3 ++ llama7b-ictu.Q6_K.gguf | 3 ++ llama7b-ictu.Q8_0.gguf | 3 ++ llama7b-ictu.f16.gguf | 3 ++ 14 files changed, 149 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 llama7b-ictu.IQ4_XS.gguf create mode 100644 llama7b-ictu.Q2_K.gguf create mode 100644 llama7b-ictu.Q3_K_L.gguf create mode 100644 llama7b-ictu.Q3_K_M.gguf create mode 100644 llama7b-ictu.Q3_K_S.gguf create mode 100644 llama7b-ictu.Q4_K_M.gguf create mode 100644 llama7b-ictu.Q4_K_S.gguf create mode 100644 llama7b-ictu.Q5_K_M.gguf create mode 100644 llama7b-ictu.Q5_K_S.gguf create mode 100644 llama7b-ictu.Q6_K.gguf create mode 100644 llama7b-ictu.Q8_0.gguf create mode 100644 llama7b-ictu.f16.gguf diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..f56db93 --- /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 +llama7b-ictu.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +llama7b-ictu.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +llama7b-ictu.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +llama7b-ictu.f16.gguf filter=lfs diff=lfs merge=lfs -text +llama7b-ictu.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +llama7b-ictu.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +llama7b-ictu.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +llama7b-ictu.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +llama7b-ictu.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +llama7b-ictu.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +llama7b-ictu.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +llama7b-ictu.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..b9e4e49 --- /dev/null +++ b/README.md @@ -0,0 +1,66 @@ +--- +base_model: gingdev/llama7b-ictu +datasets: +- gingdev/ictu-lecturers +language: +- vi +library_name: transformers +license: mit +quantized_by: mradermacher +--- +## About + + + + + + +static quants of https://huggingface.co/gingdev/llama7b-ictu + + +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/llama7b-ictu-GGUF/resolve/main/llama7b-ictu.Q2_K.gguf) | Q2_K | 2.7 | | +| [GGUF](https://huggingface.co/mradermacher/llama7b-ictu-GGUF/resolve/main/llama7b-ictu.Q3_K_S.gguf) | Q3_K_S | 3.1 | | +| [GGUF](https://huggingface.co/mradermacher/llama7b-ictu-GGUF/resolve/main/llama7b-ictu.Q3_K_M.gguf) | Q3_K_M | 3.5 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/llama7b-ictu-GGUF/resolve/main/llama7b-ictu.Q3_K_L.gguf) | Q3_K_L | 3.8 | | +| [GGUF](https://huggingface.co/mradermacher/llama7b-ictu-GGUF/resolve/main/llama7b-ictu.IQ4_XS.gguf) | IQ4_XS | 3.8 | | +| [GGUF](https://huggingface.co/mradermacher/llama7b-ictu-GGUF/resolve/main/llama7b-ictu.Q4_K_S.gguf) | Q4_K_S | 4.0 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/llama7b-ictu-GGUF/resolve/main/llama7b-ictu.Q4_K_M.gguf) | Q4_K_M | 4.3 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/llama7b-ictu-GGUF/resolve/main/llama7b-ictu.Q5_K_S.gguf) | Q5_K_S | 4.8 | | +| [GGUF](https://huggingface.co/mradermacher/llama7b-ictu-GGUF/resolve/main/llama7b-ictu.Q5_K_M.gguf) | Q5_K_M | 5.0 | | +| [GGUF](https://huggingface.co/mradermacher/llama7b-ictu-GGUF/resolve/main/llama7b-ictu.Q6_K.gguf) | Q6_K | 5.7 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/llama7b-ictu-GGUF/resolve/main/llama7b-ictu.Q8_0.gguf) | Q8_0 | 7.4 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/llama7b-ictu-GGUF/resolve/main/llama7b-ictu.f16.gguf) | f16 | 13.8 | 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/llama7b-ictu.IQ4_XS.gguf b/llama7b-ictu.IQ4_XS.gguf new file mode 100644 index 0000000..b152936 --- /dev/null +++ b/llama7b-ictu.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:050c81bca4c183cfeb754420792defad8b763be09a96982985403496ff0403ac +size 3727039072 diff --git a/llama7b-ictu.Q2_K.gguf b/llama7b-ictu.Q2_K.gguf new file mode 100644 index 0000000..6956b77 --- /dev/null +++ b/llama7b-ictu.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:eda7aa7f427632e716ca6228bbf56eb4557a0762e7b149214e6ef3c7db724828 +size 2600484640 diff --git a/llama7b-ictu.Q3_K_L.gguf b/llama7b-ictu.Q3_K_L.gguf new file mode 100644 index 0000000..8280886 --- /dev/null +++ b/llama7b-ictu.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b4251ba49936af0ff0db9d8dd0bbfa92037a333c83f2c73d7c4c6796b81b5a12 +size 3670682816 diff --git a/llama7b-ictu.Q3_K_M.gguf b/llama7b-ictu.Q3_K_M.gguf new file mode 100644 index 0000000..ff6b06b --- /dev/null +++ b/llama7b-ictu.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ee734dffdb385e878a55313f5c3e6eda0a4468e5d45a2d0abf5b28f2667e197d +size 3371576512 diff --git a/llama7b-ictu.Q3_K_S.gguf b/llama7b-ictu.Q3_K_S.gguf new file mode 100644 index 0000000..79f1a4d --- /dev/null +++ b/llama7b-ictu.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:05d0ae3dc00d6e99dd55e61689f339f4cfc61460f334568e10c3867ee8d376fd +size 3021876416 diff --git a/llama7b-ictu.Q4_K_M.gguf b/llama7b-ictu.Q4_K_M.gguf new file mode 100644 index 0000000..27e4775 --- /dev/null +++ b/llama7b-ictu.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9012cf1136a6265bbb6116b07cdb5a3fa3fe7dda7f0530a02bdb6bae7a97d11a +size 4162357984 diff --git a/llama7b-ictu.Q4_K_S.gguf b/llama7b-ictu.Q4_K_S.gguf new file mode 100644 index 0000000..ea55e60 --- /dev/null +++ b/llama7b-ictu.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:92a2e7b42640a8fbaebccc1989badacb0116f92e351eb4f5189f5a7d2e66b095 +size 3938093792 diff --git a/llama7b-ictu.Q5_K_M.gguf b/llama7b-ictu.Q5_K_M.gguf new file mode 100644 index 0000000..b9fc090 --- /dev/null +++ b/llama7b-ictu.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b235d3e25a4500771610ed7955adf8ae4e4e8fa513147bc503510db12cf5a773 +size 4871834848 diff --git a/llama7b-ictu.Q5_K_S.gguf b/llama7b-ictu.Q5_K_S.gguf new file mode 100644 index 0000000..60ed723 --- /dev/null +++ b/llama7b-ictu.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:801586a48eb98cf4e9d67878b40e63970c3beead4779906b75d34a8b62237c22 +size 4740369632 diff --git a/llama7b-ictu.Q6_K.gguf b/llama7b-ictu.Q6_K.gguf new file mode 100644 index 0000000..317492c --- /dev/null +++ b/llama7b-ictu.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:53db41efb387c429c8f87a2c421685bb35a9bd7e964d735ce5a0d1e36738c0a2 +size 5625654016 diff --git a/llama7b-ictu.Q8_0.gguf b/llama7b-ictu.Q8_0.gguf new file mode 100644 index 0000000..4a7b273 --- /dev/null +++ b/llama7b-ictu.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e456e993663d4ca18da84a0ed856e7f92abfc91ea637902e899113a4af8fc5d5 +size 7285930688 diff --git a/llama7b-ictu.f16.gguf b/llama7b-ictu.f16.gguf new file mode 100644 index 0000000..e9e32da --- /dev/null +++ b/llama7b-ictu.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ddd1d18d31b9d3875cd9c879c33170c2fc6c16f17756bdae23dda62452bde003 +size 13712808128