From 3b65dcf3f1f342209f3239cffd2de28562d42220 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Sat, 3 Oct 2026 12:41:20 +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/orcamath-tinyllama-1.1B-v1-chat-GGUF Source: Original Platform --- .gitattributes | 47 +++++++++++++++ README.md | 66 +++++++++++++++++++++ orcamath-tinyllama-1.1B-v1-chat.IQ4_XS.gguf | 3 + orcamath-tinyllama-1.1B-v1-chat.Q2_K.gguf | 3 + orcamath-tinyllama-1.1B-v1-chat.Q3_K_L.gguf | 3 + orcamath-tinyllama-1.1B-v1-chat.Q3_K_M.gguf | 3 + orcamath-tinyllama-1.1B-v1-chat.Q3_K_S.gguf | 3 + orcamath-tinyllama-1.1B-v1-chat.Q4_K_M.gguf | 3 + orcamath-tinyllama-1.1B-v1-chat.Q4_K_S.gguf | 3 + orcamath-tinyllama-1.1B-v1-chat.Q5_K_M.gguf | 3 + orcamath-tinyllama-1.1B-v1-chat.Q5_K_S.gguf | 3 + orcamath-tinyllama-1.1B-v1-chat.Q6_K.gguf | 3 + orcamath-tinyllama-1.1B-v1-chat.Q8_0.gguf | 3 + orcamath-tinyllama-1.1B-v1-chat.f16.gguf | 3 + 14 files changed, 149 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 orcamath-tinyllama-1.1B-v1-chat.IQ4_XS.gguf create mode 100644 orcamath-tinyllama-1.1B-v1-chat.Q2_K.gguf create mode 100644 orcamath-tinyllama-1.1B-v1-chat.Q3_K_L.gguf create mode 100644 orcamath-tinyllama-1.1B-v1-chat.Q3_K_M.gguf create mode 100644 orcamath-tinyllama-1.1B-v1-chat.Q3_K_S.gguf create mode 100644 orcamath-tinyllama-1.1B-v1-chat.Q4_K_M.gguf create mode 100644 orcamath-tinyllama-1.1B-v1-chat.Q4_K_S.gguf create mode 100644 orcamath-tinyllama-1.1B-v1-chat.Q5_K_M.gguf create mode 100644 orcamath-tinyllama-1.1B-v1-chat.Q5_K_S.gguf create mode 100644 orcamath-tinyllama-1.1B-v1-chat.Q6_K.gguf create mode 100644 orcamath-tinyllama-1.1B-v1-chat.Q8_0.gguf create mode 100644 orcamath-tinyllama-1.1B-v1-chat.f16.gguf diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..84f1ddc --- /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 +orcamath-tinyllama-1.1B-v1-chat.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +orcamath-tinyllama-1.1B-v1-chat.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +orcamath-tinyllama-1.1B-v1-chat.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +orcamath-tinyllama-1.1B-v1-chat.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +orcamath-tinyllama-1.1B-v1-chat.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +orcamath-tinyllama-1.1B-v1-chat.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +orcamath-tinyllama-1.1B-v1-chat.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +orcamath-tinyllama-1.1B-v1-chat.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +orcamath-tinyllama-1.1B-v1-chat.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +orcamath-tinyllama-1.1B-v1-chat.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +orcamath-tinyllama-1.1B-v1-chat.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +orcamath-tinyllama-1.1B-v1-chat.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..222a672 --- /dev/null +++ b/README.md @@ -0,0 +1,66 @@ +--- +base_model: legionlm/orcamath-tinyllama-1.1B-v1-chat +language: +- en +library_name: transformers +license: apache-2.0 +quantized_by: mradermacher +tags: +- generated_from_trainer +--- +## About + + + + + + +static quants of https://huggingface.co/legionlm/orcamath-tinyllama-1.1B-v1-chat + + +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/orcamath-tinyllama-1.1B-v1-chat-GGUF/resolve/main/orcamath-tinyllama-1.1B-v1-chat.Q2_K.gguf) | Q2_K | 0.5 | | +| [GGUF](https://huggingface.co/mradermacher/orcamath-tinyllama-1.1B-v1-chat-GGUF/resolve/main/orcamath-tinyllama-1.1B-v1-chat.Q3_K_S.gguf) | Q3_K_S | 0.6 | | +| [GGUF](https://huggingface.co/mradermacher/orcamath-tinyllama-1.1B-v1-chat-GGUF/resolve/main/orcamath-tinyllama-1.1B-v1-chat.Q3_K_M.gguf) | Q3_K_M | 0.6 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/orcamath-tinyllama-1.1B-v1-chat-GGUF/resolve/main/orcamath-tinyllama-1.1B-v1-chat.Q3_K_L.gguf) | Q3_K_L | 0.7 | | +| [GGUF](https://huggingface.co/mradermacher/orcamath-tinyllama-1.1B-v1-chat-GGUF/resolve/main/orcamath-tinyllama-1.1B-v1-chat.IQ4_XS.gguf) | IQ4_XS | 0.7 | | +| [GGUF](https://huggingface.co/mradermacher/orcamath-tinyllama-1.1B-v1-chat-GGUF/resolve/main/orcamath-tinyllama-1.1B-v1-chat.Q4_K_S.gguf) | Q4_K_S | 0.7 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/orcamath-tinyllama-1.1B-v1-chat-GGUF/resolve/main/orcamath-tinyllama-1.1B-v1-chat.Q4_K_M.gguf) | Q4_K_M | 0.8 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/orcamath-tinyllama-1.1B-v1-chat-GGUF/resolve/main/orcamath-tinyllama-1.1B-v1-chat.Q5_K_S.gguf) | Q5_K_S | 0.9 | | +| [GGUF](https://huggingface.co/mradermacher/orcamath-tinyllama-1.1B-v1-chat-GGUF/resolve/main/orcamath-tinyllama-1.1B-v1-chat.Q5_K_M.gguf) | Q5_K_M | 0.9 | | +| [GGUF](https://huggingface.co/mradermacher/orcamath-tinyllama-1.1B-v1-chat-GGUF/resolve/main/orcamath-tinyllama-1.1B-v1-chat.Q6_K.gguf) | Q6_K | 1.0 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/orcamath-tinyllama-1.1B-v1-chat-GGUF/resolve/main/orcamath-tinyllama-1.1B-v1-chat.Q8_0.gguf) | Q8_0 | 1.3 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/orcamath-tinyllama-1.1B-v1-chat-GGUF/resolve/main/orcamath-tinyllama-1.1B-v1-chat.f16.gguf) | f16 | 2.3 | 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/orcamath-tinyllama-1.1B-v1-chat.IQ4_XS.gguf b/orcamath-tinyllama-1.1B-v1-chat.IQ4_XS.gguf new file mode 100644 index 0000000..838095d --- /dev/null +++ b/orcamath-tinyllama-1.1B-v1-chat.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f7731a71fb9da1410aa656d175678667be085994dc70849db8853a90f80e5925 +size 609808608 diff --git a/orcamath-tinyllama-1.1B-v1-chat.Q2_K.gguf b/orcamath-tinyllama-1.1B-v1-chat.Q2_K.gguf new file mode 100644 index 0000000..719d751 --- /dev/null +++ b/orcamath-tinyllama-1.1B-v1-chat.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:174bc65d5f61159ec6e51d8f8d96fa58b7f4cc5295ab32d6562a8fd6a463764a +size 432132320 diff --git a/orcamath-tinyllama-1.1B-v1-chat.Q3_K_L.gguf b/orcamath-tinyllama-1.1B-v1-chat.Q3_K_L.gguf new file mode 100644 index 0000000..87620e8 --- /dev/null +++ b/orcamath-tinyllama-1.1B-v1-chat.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:425cc6822db9a0b46fa11d7b4c4a67b47571b196a0d4b765b7292f313a9cc821 +size 591528160 diff --git a/orcamath-tinyllama-1.1B-v1-chat.Q3_K_M.gguf b/orcamath-tinyllama-1.1B-v1-chat.Q3_K_M.gguf new file mode 100644 index 0000000..84f66dc --- /dev/null +++ b/orcamath-tinyllama-1.1B-v1-chat.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7352b280ceec79740924b607f7964174e54ec89d31dc649b579667cac3024c3b +size 548405472 diff --git a/orcamath-tinyllama-1.1B-v1-chat.Q3_K_S.gguf b/orcamath-tinyllama-1.1B-v1-chat.Q3_K_S.gguf new file mode 100644 index 0000000..fad8352 --- /dev/null +++ b/orcamath-tinyllama-1.1B-v1-chat.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0c8bb42c33eca562b8c3143efa8561892c2e56d6631995387900ceb9a1c12d7c +size 499343584 diff --git a/orcamath-tinyllama-1.1B-v1-chat.Q4_K_M.gguf b/orcamath-tinyllama-1.1B-v1-chat.Q4_K_M.gguf new file mode 100644 index 0000000..5fa9a5f --- /dev/null +++ b/orcamath-tinyllama-1.1B-v1-chat.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4a77cfe44d0f58f95b9212e9d6d489f3aa2a05b741bff67f666dc4fa47b0b9a0 +size 667816160 diff --git a/orcamath-tinyllama-1.1B-v1-chat.Q4_K_S.gguf b/orcamath-tinyllama-1.1B-v1-chat.Q4_K_S.gguf new file mode 100644 index 0000000..f1b38a0 --- /dev/null +++ b/orcamath-tinyllama-1.1B-v1-chat.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:07481b3ef4d8efab794645e1dccdd44850b186264dc00b915a243ec0cb8f879d +size 639873248 diff --git a/orcamath-tinyllama-1.1B-v1-chat.Q5_K_M.gguf b/orcamath-tinyllama-1.1B-v1-chat.Q5_K_M.gguf new file mode 100644 index 0000000..2732f14 --- /dev/null +++ b/orcamath-tinyllama-1.1B-v1-chat.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f8c2c34cda9db7b103d749f55e0f5374a64d42d4a24bae90d5b0d7853dcc4124 +size 782045408 diff --git a/orcamath-tinyllama-1.1B-v1-chat.Q5_K_S.gguf b/orcamath-tinyllama-1.1B-v1-chat.Q5_K_S.gguf new file mode 100644 index 0000000..efc5e4d --- /dev/null +++ b/orcamath-tinyllama-1.1B-v1-chat.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:89585833a0c3301b645522f5e2d267df27a19159606169048decb91ad800ab07 +size 766030048 diff --git a/orcamath-tinyllama-1.1B-v1-chat.Q6_K.gguf b/orcamath-tinyllama-1.1B-v1-chat.Q6_K.gguf new file mode 100644 index 0000000..382d352 --- /dev/null +++ b/orcamath-tinyllama-1.1B-v1-chat.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f6e3a544c5ee6d300019b626f2e0db6084e36b4c53590b537eadf74d8992575c +size 903413984 diff --git a/orcamath-tinyllama-1.1B-v1-chat.Q8_0.gguf b/orcamath-tinyllama-1.1B-v1-chat.Q8_0.gguf new file mode 100644 index 0000000..e831329 --- /dev/null +++ b/orcamath-tinyllama-1.1B-v1-chat.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ffb8567a64eb6142f950d852823d041e4b6169982f6a03fc8d9152a2cc227d22 +size 1169809632 diff --git a/orcamath-tinyllama-1.1B-v1-chat.f16.gguf b/orcamath-tinyllama-1.1B-v1-chat.f16.gguf new file mode 100644 index 0000000..af299ba --- /dev/null +++ b/orcamath-tinyllama-1.1B-v1-chat.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e3724e2f6ba18ce9eaf995216d476e0a841a8f30887ac8437922a1283c821b73 +size 2201018592