From 3f4d9d3c59d3daeb39f29a2ce1be4623f72b98e2 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Wed, 26 Aug 2026 17:00:18 +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/TomeLlama-3.2-3B-10k-GGUF Source: Original Platform --- .gitattributes | 48 ++++++++++++++++++++ README.md | 72 ++++++++++++++++++++++++++++++ TomeLlama-3.2-3B-10k.IQ4_XS.gguf | 3 ++ TomeLlama-3.2-3B-10k.Q2_K.gguf | 3 ++ TomeLlama-3.2-3B-10k.Q3_K_L.gguf | 3 ++ TomeLlama-3.2-3B-10k.Q3_K_M.gguf | 3 ++ TomeLlama-3.2-3B-10k.Q3_K_S.gguf | 3 ++ TomeLlama-3.2-3B-10k.Q4_0_4_4.gguf | 3 ++ TomeLlama-3.2-3B-10k.Q4_K_M.gguf | 3 ++ TomeLlama-3.2-3B-10k.Q4_K_S.gguf | 3 ++ TomeLlama-3.2-3B-10k.Q5_K_M.gguf | 3 ++ TomeLlama-3.2-3B-10k.Q5_K_S.gguf | 3 ++ TomeLlama-3.2-3B-10k.Q6_K.gguf | 3 ++ TomeLlama-3.2-3B-10k.Q8_0.gguf | 3 ++ TomeLlama-3.2-3B-10k.f16.gguf | 3 ++ 15 files changed, 159 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 TomeLlama-3.2-3B-10k.IQ4_XS.gguf create mode 100644 TomeLlama-3.2-3B-10k.Q2_K.gguf create mode 100644 TomeLlama-3.2-3B-10k.Q3_K_L.gguf create mode 100644 TomeLlama-3.2-3B-10k.Q3_K_M.gguf create mode 100644 TomeLlama-3.2-3B-10k.Q3_K_S.gguf create mode 100644 TomeLlama-3.2-3B-10k.Q4_0_4_4.gguf create mode 100644 TomeLlama-3.2-3B-10k.Q4_K_M.gguf create mode 100644 TomeLlama-3.2-3B-10k.Q4_K_S.gguf create mode 100644 TomeLlama-3.2-3B-10k.Q5_K_M.gguf create mode 100644 TomeLlama-3.2-3B-10k.Q5_K_S.gguf create mode 100644 TomeLlama-3.2-3B-10k.Q6_K.gguf create mode 100644 TomeLlama-3.2-3B-10k.Q8_0.gguf create mode 100644 TomeLlama-3.2-3B-10k.f16.gguf diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..ec07303 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,48 @@ +*.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 +TomeLlama-3.2-3B-10k.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +TomeLlama-3.2-3B-10k.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +TomeLlama-3.2-3B-10k.f16.gguf filter=lfs diff=lfs merge=lfs -text +TomeLlama-3.2-3B-10k.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +TomeLlama-3.2-3B-10k.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +TomeLlama-3.2-3B-10k.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +TomeLlama-3.2-3B-10k.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +TomeLlama-3.2-3B-10k.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +TomeLlama-3.2-3B-10k.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +TomeLlama-3.2-3B-10k.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +TomeLlama-3.2-3B-10k.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +TomeLlama-3.2-3B-10k.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +TomeLlama-3.2-3B-10k.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..307873a --- /dev/null +++ b/README.md @@ -0,0 +1,72 @@ +--- +base_model: actualbrain/TomeLlama-3.2-3B-10k +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/actualbrain/TomeLlama-3.2-3B-10k + + +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/TomeLlama-3.2-3B-10k-GGUF/resolve/main/TomeLlama-3.2-3B-10k.Q2_K.gguf) | Q2_K | 1.5 | | +| [GGUF](https://huggingface.co/mradermacher/TomeLlama-3.2-3B-10k-GGUF/resolve/main/TomeLlama-3.2-3B-10k.Q3_K_S.gguf) | Q3_K_S | 1.6 | | +| [GGUF](https://huggingface.co/mradermacher/TomeLlama-3.2-3B-10k-GGUF/resolve/main/TomeLlama-3.2-3B-10k.Q3_K_M.gguf) | Q3_K_M | 1.8 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/TomeLlama-3.2-3B-10k-GGUF/resolve/main/TomeLlama-3.2-3B-10k.Q3_K_L.gguf) | Q3_K_L | 1.9 | | +| [GGUF](https://huggingface.co/mradermacher/TomeLlama-3.2-3B-10k-GGUF/resolve/main/TomeLlama-3.2-3B-10k.IQ4_XS.gguf) | IQ4_XS | 1.9 | | +| [GGUF](https://huggingface.co/mradermacher/TomeLlama-3.2-3B-10k-GGUF/resolve/main/TomeLlama-3.2-3B-10k.Q4_0_4_4.gguf) | Q4_0_4_4 | 2.0 | fast on arm, low quality | +| [GGUF](https://huggingface.co/mradermacher/TomeLlama-3.2-3B-10k-GGUF/resolve/main/TomeLlama-3.2-3B-10k.Q4_K_S.gguf) | Q4_K_S | 2.0 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/TomeLlama-3.2-3B-10k-GGUF/resolve/main/TomeLlama-3.2-3B-10k.Q4_K_M.gguf) | Q4_K_M | 2.1 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/TomeLlama-3.2-3B-10k-GGUF/resolve/main/TomeLlama-3.2-3B-10k.Q5_K_S.gguf) | Q5_K_S | 2.4 | | +| [GGUF](https://huggingface.co/mradermacher/TomeLlama-3.2-3B-10k-GGUF/resolve/main/TomeLlama-3.2-3B-10k.Q5_K_M.gguf) | Q5_K_M | 2.4 | | +| [GGUF](https://huggingface.co/mradermacher/TomeLlama-3.2-3B-10k-GGUF/resolve/main/TomeLlama-3.2-3B-10k.Q6_K.gguf) | Q6_K | 2.7 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/TomeLlama-3.2-3B-10k-GGUF/resolve/main/TomeLlama-3.2-3B-10k.Q8_0.gguf) | Q8_0 | 3.5 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/TomeLlama-3.2-3B-10k-GGUF/resolve/main/TomeLlama-3.2-3B-10k.f16.gguf) | f16 | 6.5 | 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/TomeLlama-3.2-3B-10k.IQ4_XS.gguf b/TomeLlama-3.2-3B-10k.IQ4_XS.gguf new file mode 100644 index 0000000..5371cd7 --- /dev/null +++ b/TomeLlama-3.2-3B-10k.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c74847fbfef9165b0c76dfe936a834a8c0ea94229c3a8c2b3b0ca02d916bd9ad +size 1840904288 diff --git a/TomeLlama-3.2-3B-10k.Q2_K.gguf b/TomeLlama-3.2-3B-10k.Q2_K.gguf new file mode 100644 index 0000000..c5bbe45 --- /dev/null +++ b/TomeLlama-3.2-3B-10k.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e5780e16956eaf15d3315ccd15d7cdcf680696c69c3d3f5cb39766913d7f24f0 +size 1363933280 diff --git a/TomeLlama-3.2-3B-10k.Q3_K_L.gguf b/TomeLlama-3.2-3B-10k.Q3_K_L.gguf new file mode 100644 index 0000000..98ee31e --- /dev/null +++ b/TomeLlama-3.2-3B-10k.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:049fe19f5cc54616d71d58c308e98f7c5dc2b9739f5cc0b01d8eb6b5e5af0ac0 +size 1815345248 diff --git a/TomeLlama-3.2-3B-10k.Q3_K_M.gguf b/TomeLlama-3.2-3B-10k.Q3_K_M.gguf new file mode 100644 index 0000000..1aab01a --- /dev/null +++ b/TomeLlama-3.2-3B-10k.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:071fa02c3a7aaa8fe56788171b3a7aedb54abd0e389eb0ccb740619ee06821f9 +size 1687156832 diff --git a/TomeLlama-3.2-3B-10k.Q3_K_S.gguf b/TomeLlama-3.2-3B-10k.Q3_K_S.gguf new file mode 100644 index 0000000..f2e5ceb --- /dev/null +++ b/TomeLlama-3.2-3B-10k.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1f3022dde3f70140e72a28468e0e79f654689b1d80457fea00bef2cacf9bc58e +size 1542846560 diff --git a/TomeLlama-3.2-3B-10k.Q4_0_4_4.gguf b/TomeLlama-3.2-3B-10k.Q4_0_4_4.gguf new file mode 100644 index 0000000..994bc6e --- /dev/null +++ b/TomeLlama-3.2-3B-10k.Q4_0_4_4.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a3f4aef4e9945bcbfe01527912f5a7f99a068fce886eaaf2354495cf919d8093 +size 1917188192 diff --git a/TomeLlama-3.2-3B-10k.Q4_K_M.gguf b/TomeLlama-3.2-3B-10k.Q4_K_M.gguf new file mode 100644 index 0000000..67cedc1 --- /dev/null +++ b/TomeLlama-3.2-3B-10k.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:711df4ccb21dca158b4a47392b9b4fe2203158fb9fc21789f9efbfc965e51726 +size 2019375200 diff --git a/TomeLlama-3.2-3B-10k.Q4_K_S.gguf b/TomeLlama-3.2-3B-10k.Q4_K_S.gguf new file mode 100644 index 0000000..8fbb4ba --- /dev/null +++ b/TomeLlama-3.2-3B-10k.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e154f5aaa5609f734cad315e171687f621e340e1cb8601ad89007f6505259c9b +size 1928198240 diff --git a/TomeLlama-3.2-3B-10k.Q5_K_M.gguf b/TomeLlama-3.2-3B-10k.Q5_K_M.gguf new file mode 100644 index 0000000..d60f3fb --- /dev/null +++ b/TomeLlama-3.2-3B-10k.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b9d409e79ed8620b5e826d149f7eca4f65d682ce49e5e9751ac72aa986bb578a +size 2322151520 diff --git a/TomeLlama-3.2-3B-10k.Q5_K_S.gguf b/TomeLlama-3.2-3B-10k.Q5_K_S.gguf new file mode 100644 index 0000000..ec554fa --- /dev/null +++ b/TomeLlama-3.2-3B-10k.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:50fb24c44dec854f5f82f77987ec4f033538093fbd0c8dc04851767587a26629 +size 2269509728 diff --git a/TomeLlama-3.2-3B-10k.Q6_K.gguf b/TomeLlama-3.2-3B-10k.Q6_K.gguf new file mode 100644 index 0000000..d50d539 --- /dev/null +++ b/TomeLlama-3.2-3B-10k.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:89c6098f859051d22d2562e3830eb0c467744caad21504ea0abbff37a446f0e7 +size 2643851360 diff --git a/TomeLlama-3.2-3B-10k.Q8_0.gguf b/TomeLlama-3.2-3B-10k.Q8_0.gguf new file mode 100644 index 0000000..849ee87 --- /dev/null +++ b/TomeLlama-3.2-3B-10k.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:282c062d0111f033cd5c7d52cabfe5cdd431048f9f662f85484e9d99d0f56087 +size 3421896800 diff --git a/TomeLlama-3.2-3B-10k.f16.gguf b/TomeLlama-3.2-3B-10k.f16.gguf new file mode 100644 index 0000000..76f7e85 --- /dev/null +++ b/TomeLlama-3.2-3B-10k.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9612d36ff6768897b8631d6a8955ab8eeb4774f2688f716e3daa7fbebd22dcdd +size 6433685600