From 4af472d7294cf938341347eb8f48f4f81741f50b Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Tue, 7 Jul 2026 15:07:16 +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/ours-llama-3.2-1b-math-GGUF Source: Original Platform --- .gitattributes | 47 ++++++++++++++++++++++ README.md | 64 ++++++++++++++++++++++++++++++ ours-llama-3.2-1b-math.IQ4_XS.gguf | 3 ++ ours-llama-3.2-1b-math.Q2_K.gguf | 3 ++ ours-llama-3.2-1b-math.Q3_K_L.gguf | 3 ++ ours-llama-3.2-1b-math.Q3_K_M.gguf | 3 ++ ours-llama-3.2-1b-math.Q3_K_S.gguf | 3 ++ ours-llama-3.2-1b-math.Q4_K_M.gguf | 3 ++ ours-llama-3.2-1b-math.Q4_K_S.gguf | 3 ++ ours-llama-3.2-1b-math.Q5_K_M.gguf | 3 ++ ours-llama-3.2-1b-math.Q5_K_S.gguf | 3 ++ ours-llama-3.2-1b-math.Q6_K.gguf | 3 ++ ours-llama-3.2-1b-math.Q8_0.gguf | 3 ++ ours-llama-3.2-1b-math.f16.gguf | 3 ++ 14 files changed, 147 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 ours-llama-3.2-1b-math.IQ4_XS.gguf create mode 100644 ours-llama-3.2-1b-math.Q2_K.gguf create mode 100644 ours-llama-3.2-1b-math.Q3_K_L.gguf create mode 100644 ours-llama-3.2-1b-math.Q3_K_M.gguf create mode 100644 ours-llama-3.2-1b-math.Q3_K_S.gguf create mode 100644 ours-llama-3.2-1b-math.Q4_K_M.gguf create mode 100644 ours-llama-3.2-1b-math.Q4_K_S.gguf create mode 100644 ours-llama-3.2-1b-math.Q5_K_M.gguf create mode 100644 ours-llama-3.2-1b-math.Q5_K_S.gguf create mode 100644 ours-llama-3.2-1b-math.Q6_K.gguf create mode 100644 ours-llama-3.2-1b-math.Q8_0.gguf create mode 100644 ours-llama-3.2-1b-math.f16.gguf diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..367b48d --- /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 +ours-llama-3.2-1b-math.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +ours-llama-3.2-1b-math.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +ours-llama-3.2-1b-math.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +ours-llama-3.2-1b-math.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +ours-llama-3.2-1b-math.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +ours-llama-3.2-1b-math.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +ours-llama-3.2-1b-math.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +ours-llama-3.2-1b-math.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +ours-llama-3.2-1b-math.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +ours-llama-3.2-1b-math.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +ours-llama-3.2-1b-math.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +ours-llama-3.2-1b-math.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..9aa70cc --- /dev/null +++ b/README.md @@ -0,0 +1,64 @@ +--- +base_model: ALIN-LLM/ours-llama-3.2-1b-math +language: +- en +library_name: transformers +quantized_by: mradermacher +tags: [] +--- +## About + + + + + + +static quants of https://huggingface.co/ALIN-LLM/ours-llama-3.2-1b-math + + +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/ours-llama-3.2-1b-math-GGUF/resolve/main/ours-llama-3.2-1b-math.Q2_K.gguf) | Q2_K | 0.7 | | +| [GGUF](https://huggingface.co/mradermacher/ours-llama-3.2-1b-math-GGUF/resolve/main/ours-llama-3.2-1b-math.Q3_K_S.gguf) | Q3_K_S | 0.7 | | +| [GGUF](https://huggingface.co/mradermacher/ours-llama-3.2-1b-math-GGUF/resolve/main/ours-llama-3.2-1b-math.Q3_K_M.gguf) | Q3_K_M | 0.8 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/ours-llama-3.2-1b-math-GGUF/resolve/main/ours-llama-3.2-1b-math.Q3_K_L.gguf) | Q3_K_L | 0.8 | | +| [GGUF](https://huggingface.co/mradermacher/ours-llama-3.2-1b-math-GGUF/resolve/main/ours-llama-3.2-1b-math.IQ4_XS.gguf) | IQ4_XS | 0.8 | | +| [GGUF](https://huggingface.co/mradermacher/ours-llama-3.2-1b-math-GGUF/resolve/main/ours-llama-3.2-1b-math.Q4_K_S.gguf) | Q4_K_S | 0.9 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/ours-llama-3.2-1b-math-GGUF/resolve/main/ours-llama-3.2-1b-math.Q4_K_M.gguf) | Q4_K_M | 0.9 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/ours-llama-3.2-1b-math-GGUF/resolve/main/ours-llama-3.2-1b-math.Q5_K_S.gguf) | Q5_K_S | 1.0 | | +| [GGUF](https://huggingface.co/mradermacher/ours-llama-3.2-1b-math-GGUF/resolve/main/ours-llama-3.2-1b-math.Q5_K_M.gguf) | Q5_K_M | 1.0 | | +| [GGUF](https://huggingface.co/mradermacher/ours-llama-3.2-1b-math-GGUF/resolve/main/ours-llama-3.2-1b-math.Q6_K.gguf) | Q6_K | 1.1 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/ours-llama-3.2-1b-math-GGUF/resolve/main/ours-llama-3.2-1b-math.Q8_0.gguf) | Q8_0 | 1.4 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/ours-llama-3.2-1b-math-GGUF/resolve/main/ours-llama-3.2-1b-math.f16.gguf) | f16 | 2.6 | 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/ours-llama-3.2-1b-math.IQ4_XS.gguf b/ours-llama-3.2-1b-math.IQ4_XS.gguf new file mode 100644 index 0000000..fbe6730 --- /dev/null +++ b/ours-llama-3.2-1b-math.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:64b34f7b63fbba4dde291fdd602d7abc0806ab8eb58a31dcf54644d9617ccf0e +size 748380960 diff --git a/ours-llama-3.2-1b-math.Q2_K.gguf b/ours-llama-3.2-1b-math.Q2_K.gguf new file mode 100644 index 0000000..2971444 --- /dev/null +++ b/ours-llama-3.2-1b-math.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:840d04a4d11e8c78f20f68668563309d6d6e44e59975063c01b4786ce526dd52 +size 580870944 diff --git a/ours-llama-3.2-1b-math.Q3_K_L.gguf b/ours-llama-3.2-1b-math.Q3_K_L.gguf new file mode 100644 index 0000000..6a9416c --- /dev/null +++ b/ours-llama-3.2-1b-math.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b181d651429989d94ade6d385cbb3714b755e3b49d45ddb5e8012c400b67c235 +size 732521248 diff --git a/ours-llama-3.2-1b-math.Q3_K_M.gguf b/ours-llama-3.2-1b-math.Q3_K_M.gguf new file mode 100644 index 0000000..db5acb0 --- /dev/null +++ b/ours-llama-3.2-1b-math.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e48d997eca74db101494676d67a24cd8a27a32fbfda47819b3a6d84d64e27fca +size 690840352 diff --git a/ours-llama-3.2-1b-math.Q3_K_S.gguf b/ours-llama-3.2-1b-math.Q3_K_S.gguf new file mode 100644 index 0000000..9bb4c96 --- /dev/null +++ b/ours-llama-3.2-1b-math.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:062d93a73c80e34e13974354f8db4f06a54395c0b1f7d95f25e82cc19e1d0da3 +size 641688352 diff --git a/ours-llama-3.2-1b-math.Q4_K_M.gguf b/ours-llama-3.2-1b-math.Q4_K_M.gguf new file mode 100644 index 0000000..f44fb65 --- /dev/null +++ b/ours-llama-3.2-1b-math.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e8b982a093f2a1e7aaf292cc66a6b9b025150b95a5c5deb481aa948a5a17750a +size 807691040 diff --git a/ours-llama-3.2-1b-math.Q4_K_S.gguf b/ours-llama-3.2-1b-math.Q4_K_S.gguf new file mode 100644 index 0000000..01ca2ac --- /dev/null +++ b/ours-llama-3.2-1b-math.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8ba95b8fe3fbce1a18b3821b0431b12d28b5d60a5dbf5177277da0cc76ca628c +size 775643936 diff --git a/ours-llama-3.2-1b-math.Q5_K_M.gguf b/ours-llama-3.2-1b-math.Q5_K_M.gguf new file mode 100644 index 0000000..791009c --- /dev/null +++ b/ours-llama-3.2-1b-math.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b86d9a773423b3a6a857f18a8045cb03c6120506d925b2770a50be2500b58164 +size 911500064 diff --git a/ours-llama-3.2-1b-math.Q5_K_S.gguf b/ours-llama-3.2-1b-math.Q5_K_S.gguf new file mode 100644 index 0000000..c65dbaf --- /dev/null +++ b/ours-llama-3.2-1b-math.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:738274320dad4a64dc1c22b5ef80bfe78e7bd647521c0e39e94695ca33de07ae +size 892560160 diff --git a/ours-llama-3.2-1b-math.Q6_K.gguf b/ours-llama-3.2-1b-math.Q6_K.gguf new file mode 100644 index 0000000..82ef1e9 --- /dev/null +++ b/ours-llama-3.2-1b-math.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8add259173d09b710513be28be96a323b3baa7490deffd39e66bdad6737f1b8f +size 1021797152 diff --git a/ours-llama-3.2-1b-math.Q8_0.gguf b/ours-llama-3.2-1b-math.Q8_0.gguf new file mode 100644 index 0000000..1f436b2 --- /dev/null +++ b/ours-llama-3.2-1b-math.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e0b6a15cd70882529bbc047009f17a8af7b9502ecbe461c9cf7b14b99b3819e3 +size 1321079584 diff --git a/ours-llama-3.2-1b-math.f16.gguf b/ours-llama-3.2-1b-math.f16.gguf new file mode 100644 index 0000000..9d14f46 --- /dev/null +++ b/ours-llama-3.2-1b-math.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e5b21f3a8ae7689dd882f90c477563bbdb066d8d51a58adb907e927d079df1ff +size 2479592224