From f0d170c0c591f82a7cdcdc6e0d5f245e7bf1454a Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Fri, 25 Sep 2026 08:57:18 +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/RajLlama-3.1-8B-GGUF Source: Original Platform --- .gitattributes | 50 +++++++++++++++++++++++++ README.md | 74 +++++++++++++++++++++++++++++++++++++ RajLlama-3.1-8B.IQ3_M.gguf | 3 ++ RajLlama-3.1-8B.IQ3_S.gguf | 3 ++ RajLlama-3.1-8B.IQ3_XS.gguf | 3 ++ RajLlama-3.1-8B.IQ4_XS.gguf | 3 ++ RajLlama-3.1-8B.Q2_K.gguf | 3 ++ RajLlama-3.1-8B.Q3_K_L.gguf | 3 ++ RajLlama-3.1-8B.Q3_K_M.gguf | 3 ++ RajLlama-3.1-8B.Q3_K_S.gguf | 3 ++ RajLlama-3.1-8B.Q4_K_M.gguf | 3 ++ RajLlama-3.1-8B.Q4_K_S.gguf | 3 ++ RajLlama-3.1-8B.Q5_K_M.gguf | 3 ++ RajLlama-3.1-8B.Q5_K_S.gguf | 3 ++ RajLlama-3.1-8B.Q6_K.gguf | 3 ++ RajLlama-3.1-8B.Q8_0.gguf | 3 ++ RajLlama-3.1-8B.f16.gguf | 3 ++ 17 files changed, 169 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 RajLlama-3.1-8B.IQ3_M.gguf create mode 100644 RajLlama-3.1-8B.IQ3_S.gguf create mode 100644 RajLlama-3.1-8B.IQ3_XS.gguf create mode 100644 RajLlama-3.1-8B.IQ4_XS.gguf create mode 100644 RajLlama-3.1-8B.Q2_K.gguf create mode 100644 RajLlama-3.1-8B.Q3_K_L.gguf create mode 100644 RajLlama-3.1-8B.Q3_K_M.gguf create mode 100644 RajLlama-3.1-8B.Q3_K_S.gguf create mode 100644 RajLlama-3.1-8B.Q4_K_M.gguf create mode 100644 RajLlama-3.1-8B.Q4_K_S.gguf create mode 100644 RajLlama-3.1-8B.Q5_K_M.gguf create mode 100644 RajLlama-3.1-8B.Q5_K_S.gguf create mode 100644 RajLlama-3.1-8B.Q6_K.gguf create mode 100644 RajLlama-3.1-8B.Q8_0.gguf create mode 100644 RajLlama-3.1-8B.f16.gguf diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..9180a19 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,50 @@ +*.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 +RajLlama-3.1-8B.IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text +RajLlama-3.1-8B.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +RajLlama-3.1-8B.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +RajLlama-3.1-8B.f16.gguf filter=lfs diff=lfs merge=lfs -text +RajLlama-3.1-8B.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +RajLlama-3.1-8B.IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +RajLlama-3.1-8B.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +RajLlama-3.1-8B.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +RajLlama-3.1-8B.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +RajLlama-3.1-8B.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +RajLlama-3.1-8B.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +RajLlama-3.1-8B.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +RajLlama-3.1-8B.IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +RajLlama-3.1-8B.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +RajLlama-3.1-8B.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..9f05211 --- /dev/null +++ b/README.md @@ -0,0 +1,74 @@ +--- +base_model: rm8630/RajLlama-3.1-8B +language: +- en +library_name: transformers +license: apache-2.0 +quantized_by: mradermacher +tags: +- text-generation-inference +- transformers +- unsloth +- llama +- trl +- sft +--- +## About + + + + + + +static quants of https://huggingface.co/rm8630/RajLlama-3.1-8B + + +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/RajLlama-3.1-8B-GGUF/resolve/main/RajLlama-3.1-8B.Q2_K.gguf) | Q2_K | 3.3 | | +| [GGUF](https://huggingface.co/mradermacher/RajLlama-3.1-8B-GGUF/resolve/main/RajLlama-3.1-8B.IQ3_XS.gguf) | IQ3_XS | 3.6 | | +| [GGUF](https://huggingface.co/mradermacher/RajLlama-3.1-8B-GGUF/resolve/main/RajLlama-3.1-8B.Q3_K_S.gguf) | Q3_K_S | 3.8 | | +| [GGUF](https://huggingface.co/mradermacher/RajLlama-3.1-8B-GGUF/resolve/main/RajLlama-3.1-8B.IQ3_S.gguf) | IQ3_S | 3.8 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/RajLlama-3.1-8B-GGUF/resolve/main/RajLlama-3.1-8B.IQ3_M.gguf) | IQ3_M | 3.9 | | +| [GGUF](https://huggingface.co/mradermacher/RajLlama-3.1-8B-GGUF/resolve/main/RajLlama-3.1-8B.Q3_K_M.gguf) | Q3_K_M | 4.1 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/RajLlama-3.1-8B-GGUF/resolve/main/RajLlama-3.1-8B.Q3_K_L.gguf) | Q3_K_L | 4.4 | | +| [GGUF](https://huggingface.co/mradermacher/RajLlama-3.1-8B-GGUF/resolve/main/RajLlama-3.1-8B.IQ4_XS.gguf) | IQ4_XS | 4.6 | | +| [GGUF](https://huggingface.co/mradermacher/RajLlama-3.1-8B-GGUF/resolve/main/RajLlama-3.1-8B.Q4_K_S.gguf) | Q4_K_S | 4.8 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/RajLlama-3.1-8B-GGUF/resolve/main/RajLlama-3.1-8B.Q4_K_M.gguf) | Q4_K_M | 5.0 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/RajLlama-3.1-8B-GGUF/resolve/main/RajLlama-3.1-8B.Q5_K_S.gguf) | Q5_K_S | 5.7 | | +| [GGUF](https://huggingface.co/mradermacher/RajLlama-3.1-8B-GGUF/resolve/main/RajLlama-3.1-8B.Q5_K_M.gguf) | Q5_K_M | 5.8 | | +| [GGUF](https://huggingface.co/mradermacher/RajLlama-3.1-8B-GGUF/resolve/main/RajLlama-3.1-8B.Q6_K.gguf) | Q6_K | 6.7 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/RajLlama-3.1-8B-GGUF/resolve/main/RajLlama-3.1-8B.Q8_0.gguf) | Q8_0 | 8.6 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/RajLlama-3.1-8B-GGUF/resolve/main/RajLlama-3.1-8B.f16.gguf) | f16 | 16.2 | 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. + + diff --git a/RajLlama-3.1-8B.IQ3_M.gguf b/RajLlama-3.1-8B.IQ3_M.gguf new file mode 100644 index 0000000..9b67dcc --- /dev/null +++ b/RajLlama-3.1-8B.IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c01e14e58662dbde6ed509f869446cd237efe77b995084d947316a8b0dcc2856 +size 3784824992 diff --git a/RajLlama-3.1-8B.IQ3_S.gguf b/RajLlama-3.1-8B.IQ3_S.gguf new file mode 100644 index 0000000..411c20d --- /dev/null +++ b/RajLlama-3.1-8B.IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5b468d1e2fe893dd3d43c588186407bbde458d6f61e17e52cbba02267701025d +size 3682326688 diff --git a/RajLlama-3.1-8B.IQ3_XS.gguf b/RajLlama-3.1-8B.IQ3_XS.gguf new file mode 100644 index 0000000..e16ff78 --- /dev/null +++ b/RajLlama-3.1-8B.IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3f2b8e0e2917d5edcdcd8e80d02b72286dd02ef056121353f28dc0bec51c537f +size 3518748832 diff --git a/RajLlama-3.1-8B.IQ4_XS.gguf b/RajLlama-3.1-8B.IQ4_XS.gguf new file mode 100644 index 0000000..3d644b0 --- /dev/null +++ b/RajLlama-3.1-8B.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:62bd3961534987b5473b037585ef99bfaa56cfdb652c49c567e26dbe959d6a0c +size 4484364448 diff --git a/RajLlama-3.1-8B.Q2_K.gguf b/RajLlama-3.1-8B.Q2_K.gguf new file mode 100644 index 0000000..8f41bcc --- /dev/null +++ b/RajLlama-3.1-8B.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0b1c7eca8446e94540ace42549b096767d119d8440cd2f8047d332e181228fe3 +size 3179133088 diff --git a/RajLlama-3.1-8B.Q3_K_L.gguf b/RajLlama-3.1-8B.Q3_K_L.gguf new file mode 100644 index 0000000..3ce6d22 --- /dev/null +++ b/RajLlama-3.1-8B.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1f3a84020835fcb40851735dffa77bf82aef457e3e808a90c950c61a043ed3f5 +size 4321958048 diff --git a/RajLlama-3.1-8B.Q3_K_M.gguf b/RajLlama-3.1-8B.Q3_K_M.gguf new file mode 100644 index 0000000..f19188e --- /dev/null +++ b/RajLlama-3.1-8B.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6600c66fd646890acdf7879931e3f36e015042c1de855ca067e0ce51f0f9cc3a +size 4018919584 diff --git a/RajLlama-3.1-8B.Q3_K_S.gguf b/RajLlama-3.1-8B.Q3_K_S.gguf new file mode 100644 index 0000000..d8ced92 --- /dev/null +++ b/RajLlama-3.1-8B.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:85e3ad99044b36573f24e9bbbb600d7715b0dedbe3d31d415a78e7162e5c9c0d +size 3664500896 diff --git a/RajLlama-3.1-8B.Q4_K_M.gguf b/RajLlama-3.1-8B.Q4_K_M.gguf new file mode 100644 index 0000000..e93c785 --- /dev/null +++ b/RajLlama-3.1-8B.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:42a2b2e9e1b2e13943d5f75d4631fa2e2f563193d7b58e9aef8c10c6051b3370 +size 4920735904 diff --git a/RajLlama-3.1-8B.Q4_K_S.gguf b/RajLlama-3.1-8B.Q4_K_S.gguf new file mode 100644 index 0000000..af3ed4a --- /dev/null +++ b/RajLlama-3.1-8B.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c1a4b98991d9cabf4610175f2697b25d6bad641266bee1f9f3cde2429ba15f0e +size 4692670624 diff --git a/RajLlama-3.1-8B.Q5_K_M.gguf b/RajLlama-3.1-8B.Q5_K_M.gguf new file mode 100644 index 0000000..cf23192 --- /dev/null +++ b/RajLlama-3.1-8B.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2029a2769fa675f4e5cb049d234b75e19ebd886142600eb0f7b71d3c94e6e324 +size 5732989088 diff --git a/RajLlama-3.1-8B.Q5_K_S.gguf b/RajLlama-3.1-8B.Q5_K_S.gguf new file mode 100644 index 0000000..3d98239 --- /dev/null +++ b/RajLlama-3.1-8B.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:abaf98b80a6eee5029939da3b42214105d7ac5ee825e942938f7529a8e9129a3 +size 5599295648 diff --git a/RajLlama-3.1-8B.Q6_K.gguf b/RajLlama-3.1-8B.Q6_K.gguf new file mode 100644 index 0000000..360d5c0 --- /dev/null +++ b/RajLlama-3.1-8B.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2d76c64bc6ec148984dbdcdb3ded1a9352de1ee5a796b403502bd1d1d0e352e5 +size 6596008096 diff --git a/RajLlama-3.1-8B.Q8_0.gguf b/RajLlama-3.1-8B.Q8_0.gguf new file mode 100644 index 0000000..ae84a8e --- /dev/null +++ b/RajLlama-3.1-8B.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ce507ac6bc0732f01e4e1adc35d0873d83917658231836af8c0f6bf73b3035e1 +size 8540772512 diff --git a/RajLlama-3.1-8B.f16.gguf b/RajLlama-3.1-8B.f16.gguf new file mode 100644 index 0000000..ce9b337 --- /dev/null +++ b/RajLlama-3.1-8B.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:521c817f2b7a7d5b0c820fd61cbc3035a20dfdedda935948b37bb70db8ba2d6e +size 16068892832