From b6c3adcbcd73bed6a37686fb429e3246cc721174 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Sun, 19 Jul 2026 16:25:09 +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/astrollama-2-7b-base_abstract-GGUF Source: Original Platform --- .gitattributes | 47 +++++++++++++++ README.md | 69 +++++++++++++++++++++++ astrollama-2-7b-base_abstract.IQ4_XS.gguf | 3 + astrollama-2-7b-base_abstract.Q2_K.gguf | 3 + astrollama-2-7b-base_abstract.Q3_K_L.gguf | 3 + astrollama-2-7b-base_abstract.Q3_K_M.gguf | 3 + astrollama-2-7b-base_abstract.Q3_K_S.gguf | 3 + astrollama-2-7b-base_abstract.Q4_K_M.gguf | 3 + astrollama-2-7b-base_abstract.Q4_K_S.gguf | 3 + astrollama-2-7b-base_abstract.Q5_K_M.gguf | 3 + astrollama-2-7b-base_abstract.Q5_K_S.gguf | 3 + astrollama-2-7b-base_abstract.Q6_K.gguf | 3 + astrollama-2-7b-base_abstract.Q8_0.gguf | 3 + astrollama-2-7b-base_abstract.f16.gguf | 3 + 14 files changed, 152 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 astrollama-2-7b-base_abstract.IQ4_XS.gguf create mode 100644 astrollama-2-7b-base_abstract.Q2_K.gguf create mode 100644 astrollama-2-7b-base_abstract.Q3_K_L.gguf create mode 100644 astrollama-2-7b-base_abstract.Q3_K_M.gguf create mode 100644 astrollama-2-7b-base_abstract.Q3_K_S.gguf create mode 100644 astrollama-2-7b-base_abstract.Q4_K_M.gguf create mode 100644 astrollama-2-7b-base_abstract.Q4_K_S.gguf create mode 100644 astrollama-2-7b-base_abstract.Q5_K_M.gguf create mode 100644 astrollama-2-7b-base_abstract.Q5_K_S.gguf create mode 100644 astrollama-2-7b-base_abstract.Q6_K.gguf create mode 100644 astrollama-2-7b-base_abstract.Q8_0.gguf create mode 100644 astrollama-2-7b-base_abstract.f16.gguf diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..941c8b3 --- /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 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+astrollama-2-7b-base_abstract.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +astrollama-2-7b-base_abstract.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +astrollama-2-7b-base_abstract.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +astrollama-2-7b-base_abstract.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +astrollama-2-7b-base_abstract.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +astrollama-2-7b-base_abstract.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +astrollama-2-7b-base_abstract.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +astrollama-2-7b-base_abstract.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..11d9934 --- /dev/null +++ b/README.md @@ -0,0 +1,69 @@ +--- +base_model: AstroMLab/astrollama-2-7b-base_abstract +language: +- en +library_name: transformers +license: mit +quantized_by: mradermacher +tags: +- llama-2 +- astronomy +- astrophysics +- arxiv +--- +## About + + + + + + +static quants of https://huggingface.co/AstroMLab/astrollama-2-7b-base_abstract + + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/astrollama-2-7b-base_abstract-i1-GGUF +## 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/astrollama-2-7b-base_abstract-GGUF/resolve/main/astrollama-2-7b-base_abstract.Q2_K.gguf) | Q2_K | 2.6 | | +| [GGUF](https://huggingface.co/mradermacher/astrollama-2-7b-base_abstract-GGUF/resolve/main/astrollama-2-7b-base_abstract.Q3_K_S.gguf) | Q3_K_S | 3.0 | | +| [GGUF](https://huggingface.co/mradermacher/astrollama-2-7b-base_abstract-GGUF/resolve/main/astrollama-2-7b-base_abstract.Q3_K_M.gguf) | Q3_K_M | 3.4 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/astrollama-2-7b-base_abstract-GGUF/resolve/main/astrollama-2-7b-base_abstract.Q3_K_L.gguf) | Q3_K_L | 3.7 | | +| [GGUF](https://huggingface.co/mradermacher/astrollama-2-7b-base_abstract-GGUF/resolve/main/astrollama-2-7b-base_abstract.IQ4_XS.gguf) | IQ4_XS | 3.7 | | +| [GGUF](https://huggingface.co/mradermacher/astrollama-2-7b-base_abstract-GGUF/resolve/main/astrollama-2-7b-base_abstract.Q4_K_S.gguf) | Q4_K_S | 4.0 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/astrollama-2-7b-base_abstract-GGUF/resolve/main/astrollama-2-7b-base_abstract.Q4_K_M.gguf) | Q4_K_M | 4.2 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/astrollama-2-7b-base_abstract-GGUF/resolve/main/astrollama-2-7b-base_abstract.Q5_K_S.gguf) | Q5_K_S | 4.8 | | +| [GGUF](https://huggingface.co/mradermacher/astrollama-2-7b-base_abstract-GGUF/resolve/main/astrollama-2-7b-base_abstract.Q5_K_M.gguf) | Q5_K_M | 4.9 | | +| [GGUF](https://huggingface.co/mradermacher/astrollama-2-7b-base_abstract-GGUF/resolve/main/astrollama-2-7b-base_abstract.Q6_K.gguf) | Q6_K | 5.6 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/astrollama-2-7b-base_abstract-GGUF/resolve/main/astrollama-2-7b-base_abstract.Q8_0.gguf) | Q8_0 | 7.3 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/astrollama-2-7b-base_abstract-GGUF/resolve/main/astrollama-2-7b-base_abstract.f16.gguf) | f16 | 13.6 | 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/astrollama-2-7b-base_abstract.IQ4_XS.gguf b/astrollama-2-7b-base_abstract.IQ4_XS.gguf new file mode 100644 index 0000000..eeaa340 --- /dev/null +++ b/astrollama-2-7b-base_abstract.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d36cd3339200cc971943863a9f98b6c098a545ac873bf7de67d985aaf68e5e56 +size 3647517760 diff --git a/astrollama-2-7b-base_abstract.Q2_K.gguf b/astrollama-2-7b-base_abstract.Q2_K.gguf new file mode 100644 index 0000000..0a8e750 --- /dev/null +++ b/astrollama-2-7b-base_abstract.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8c0ce42e2a22c7db108db3674b632cb5f5a1d8486d7973c0f30df151b3735bb7 +size 2532865088 diff --git a/astrollama-2-7b-base_abstract.Q3_K_L.gguf b/astrollama-2-7b-base_abstract.Q3_K_L.gguf new file mode 100644 index 0000000..e1b47b6 --- /dev/null +++ b/astrollama-2-7b-base_abstract.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ad27ec99c452ab413ef7125d4bba63fc35a6be77d6fe593fa4efc20120e85388 +size 3597112384 diff --git a/astrollama-2-7b-base_abstract.Q3_K_M.gguf b/astrollama-2-7b-base_abstract.Q3_K_M.gguf new file mode 100644 index 0000000..a9c53d7 --- /dev/null +++ b/astrollama-2-7b-base_abstract.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:909a4a966c3aaad1594a4c180e7c998d92462641d70f88c10b0282c668487cf0 +size 3298006080 diff --git a/astrollama-2-7b-base_abstract.Q3_K_S.gguf b/astrollama-2-7b-base_abstract.Q3_K_S.gguf new file mode 100644 index 0000000..68fc3db --- /dev/null +++ b/astrollama-2-7b-base_abstract.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ead63b1bc73009ee8af71fbfd8ca92381739d3466d7e2603b2b60784fef58e79 +size 2948305984 diff --git a/astrollama-2-7b-base_abstract.Q4_K_M.gguf b/astrollama-2-7b-base_abstract.Q4_K_M.gguf new file mode 100644 index 0000000..39a98f1 --- /dev/null +++ b/astrollama-2-7b-base_abstract.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ca9cd17f03e0433c88c7eb3038800656f72cf19707aafaf03dc59c45a2b56897 +size 4081005632 diff --git a/astrollama-2-7b-base_abstract.Q4_K_S.gguf b/astrollama-2-7b-base_abstract.Q4_K_S.gguf new file mode 100644 index 0000000..bfbc75a --- /dev/null +++ b/astrollama-2-7b-base_abstract.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:451dd74649aef8956c5014aec5795056b2576f647f6ff0f740853f757aa58b09 +size 3856741440 diff --git a/astrollama-2-7b-base_abstract.Q5_K_M.gguf b/astrollama-2-7b-base_abstract.Q5_K_M.gguf new file mode 100644 index 0000000..30477a8 --- /dev/null +++ b/astrollama-2-7b-base_abstract.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fa8188281c30a6e3f0f9d3417f48d81ac680e5ebca0de5ff92037b2584b9daf3 +size 4783158336 diff --git a/astrollama-2-7b-base_abstract.Q5_K_S.gguf b/astrollama-2-7b-base_abstract.Q5_K_S.gguf new file mode 100644 index 0000000..254d6f1 --- /dev/null +++ b/astrollama-2-7b-base_abstract.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6275bed49d32ff0bd2bc4eab78a7692af1d6f1c7db3ce1c1def0f9f65ca93926 +size 4651693120 diff --git a/astrollama-2-7b-base_abstract.Q6_K.gguf b/astrollama-2-7b-base_abstract.Q6_K.gguf new file mode 100644 index 0000000..dcbd712 --- /dev/null +++ b/astrollama-2-7b-base_abstract.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ecd3c8832604880327645b10fe97f3b1fa4261988320d9ecb423955d827306f6 +size 5529195584 diff --git a/astrollama-2-7b-base_abstract.Q8_0.gguf b/astrollama-2-7b-base_abstract.Q8_0.gguf new file mode 100644 index 0000000..3e4c206 --- /dev/null +++ b/astrollama-2-7b-base_abstract.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:09e5d60e14ab1df478846e2ed2c44d53f2557b7926a7b3b3f888e0ee111ecb8d +size 7161091136 diff --git a/astrollama-2-7b-base_abstract.f16.gguf b/astrollama-2-7b-base_abstract.f16.gguf new file mode 100644 index 0000000..a4d4f94 --- /dev/null +++ b/astrollama-2-7b-base_abstract.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e6662bcaf04e5272835fec28bdb910611dd32dbd58356d6770348cde57e8c409 +size 13478106176