From 7c585efed743a07254301d9f2d733179579dcfbd Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Sun, 19 Jul 2026 04:26:09 +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/Reasoning-Llama-3.2-1B-Instruct-v1.3-GGUF Source: Original Platform --- .gitattributes | 47 ++++++++++++ README.md | 72 +++++++++++++++++++ ...ing-Llama-3.2-1B-Instruct-v1.3.IQ4_XS.gguf | 3 + ...oning-Llama-3.2-1B-Instruct-v1.3.Q2_K.gguf | 3 + ...ing-Llama-3.2-1B-Instruct-v1.3.Q3_K_L.gguf | 3 + ...ing-Llama-3.2-1B-Instruct-v1.3.Q3_K_M.gguf | 3 + ...ing-Llama-3.2-1B-Instruct-v1.3.Q3_K_S.gguf | 3 + ...ing-Llama-3.2-1B-Instruct-v1.3.Q4_K_M.gguf | 3 + ...ing-Llama-3.2-1B-Instruct-v1.3.Q4_K_S.gguf | 3 + ...ing-Llama-3.2-1B-Instruct-v1.3.Q5_K_M.gguf | 3 + 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+Reasoning-Llama-3.2-1B-Instruct-v1.3.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Reasoning-Llama-3.2-1B-Instruct-v1.3.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Reasoning-Llama-3.2-1B-Instruct-v1.3.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Reasoning-Llama-3.2-1B-Instruct-v1.3.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Reasoning-Llama-3.2-1B-Instruct-v1.3.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Reasoning-Llama-3.2-1B-Instruct-v1.3.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Reasoning-Llama-3.2-1B-Instruct-v1.3.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Reasoning-Llama-3.2-1B-Instruct-v1.3.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +Reasoning-Llama-3.2-1B-Instruct-v1.3.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +Reasoning-Llama-3.2-1B-Instruct-v1.3.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..05376b8 --- /dev/null +++ b/README.md @@ -0,0 +1,72 @@ +--- +base_model: EpistemeAI/Reasoning-Llama-3.2-1B-Instruct-v1.3 +datasets: +- open-thoughts/OpenThoughts-114k +language: +- en +library_name: transformers +license: apache-2.0 +quantized_by: mradermacher +tags: +- text-generation-inference +- transformers +- unsloth +- llama +- trl +--- +## About + + + + + + +static quants of https://huggingface.co/EpistemeAI/Reasoning-Llama-3.2-1B-Instruct-v1.3 + + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/Reasoning-Llama-3.2-1B-Instruct-v1.3-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/Reasoning-Llama-3.2-1B-Instruct-v1.3-GGUF/resolve/main/Reasoning-Llama-3.2-1B-Instruct-v1.3.Q2_K.gguf) | Q2_K | 0.7 | | +| [GGUF](https://huggingface.co/mradermacher/Reasoning-Llama-3.2-1B-Instruct-v1.3-GGUF/resolve/main/Reasoning-Llama-3.2-1B-Instruct-v1.3.Q3_K_S.gguf) | Q3_K_S | 0.7 | | +| [GGUF](https://huggingface.co/mradermacher/Reasoning-Llama-3.2-1B-Instruct-v1.3-GGUF/resolve/main/Reasoning-Llama-3.2-1B-Instruct-v1.3.Q3_K_M.gguf) | Q3_K_M | 0.8 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Reasoning-Llama-3.2-1B-Instruct-v1.3-GGUF/resolve/main/Reasoning-Llama-3.2-1B-Instruct-v1.3.Q3_K_L.gguf) | Q3_K_L | 0.8 | | +| [GGUF](https://huggingface.co/mradermacher/Reasoning-Llama-3.2-1B-Instruct-v1.3-GGUF/resolve/main/Reasoning-Llama-3.2-1B-Instruct-v1.3.IQ4_XS.gguf) | IQ4_XS | 0.8 | | +| [GGUF](https://huggingface.co/mradermacher/Reasoning-Llama-3.2-1B-Instruct-v1.3-GGUF/resolve/main/Reasoning-Llama-3.2-1B-Instruct-v1.3.Q4_K_S.gguf) | Q4_K_S | 0.9 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Reasoning-Llama-3.2-1B-Instruct-v1.3-GGUF/resolve/main/Reasoning-Llama-3.2-1B-Instruct-v1.3.Q4_K_M.gguf) | Q4_K_M | 0.9 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Reasoning-Llama-3.2-1B-Instruct-v1.3-GGUF/resolve/main/Reasoning-Llama-3.2-1B-Instruct-v1.3.Q5_K_S.gguf) | Q5_K_S | 1.0 | | +| [GGUF](https://huggingface.co/mradermacher/Reasoning-Llama-3.2-1B-Instruct-v1.3-GGUF/resolve/main/Reasoning-Llama-3.2-1B-Instruct-v1.3.Q5_K_M.gguf) | Q5_K_M | 1.0 | | +| [GGUF](https://huggingface.co/mradermacher/Reasoning-Llama-3.2-1B-Instruct-v1.3-GGUF/resolve/main/Reasoning-Llama-3.2-1B-Instruct-v1.3.Q6_K.gguf) | Q6_K | 1.1 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/Reasoning-Llama-3.2-1B-Instruct-v1.3-GGUF/resolve/main/Reasoning-Llama-3.2-1B-Instruct-v1.3.Q8_0.gguf) | Q8_0 | 1.4 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/Reasoning-Llama-3.2-1B-Instruct-v1.3-GGUF/resolve/main/Reasoning-Llama-3.2-1B-Instruct-v1.3.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/Reasoning-Llama-3.2-1B-Instruct-v1.3.IQ4_XS.gguf b/Reasoning-Llama-3.2-1B-Instruct-v1.3.IQ4_XS.gguf new file mode 100644 index 0000000..8bd459d --- /dev/null +++ b/Reasoning-Llama-3.2-1B-Instruct-v1.3.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:94c91174c7e2e3495a73f936dd374f581a3f96d4edbc7972deedc94793a01678 +size 748386080 diff --git a/Reasoning-Llama-3.2-1B-Instruct-v1.3.Q2_K.gguf b/Reasoning-Llama-3.2-1B-Instruct-v1.3.Q2_K.gguf new file mode 100644 index 0000000..6d16761 --- /dev/null +++ b/Reasoning-Llama-3.2-1B-Instruct-v1.3.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9ca957b46b4b56189d25fda51b6f696cb091d33db2eff39636c747ed035ed569 +size 580876064 diff --git a/Reasoning-Llama-3.2-1B-Instruct-v1.3.Q3_K_L.gguf b/Reasoning-Llama-3.2-1B-Instruct-v1.3.Q3_K_L.gguf new file mode 100644 index 0000000..238bf69 --- /dev/null +++ b/Reasoning-Llama-3.2-1B-Instruct-v1.3.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cc889f735ade65b8edf268800b361d522abfa0a52c6536d14977ceb98309a04a +size 732526368 diff --git a/Reasoning-Llama-3.2-1B-Instruct-v1.3.Q3_K_M.gguf b/Reasoning-Llama-3.2-1B-Instruct-v1.3.Q3_K_M.gguf new file mode 100644 index 0000000..a1d472c --- /dev/null +++ b/Reasoning-Llama-3.2-1B-Instruct-v1.3.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6aa1818600a366e599340ae936e1cbece5dcfc1806ba3530dbea5ac09365fddd +size 690845472 diff --git a/Reasoning-Llama-3.2-1B-Instruct-v1.3.Q3_K_S.gguf b/Reasoning-Llama-3.2-1B-Instruct-v1.3.Q3_K_S.gguf new file mode 100644 index 0000000..327b702 --- /dev/null +++ b/Reasoning-Llama-3.2-1B-Instruct-v1.3.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fccaf11087d85efdc636d79bdbafe4874d6a834d4f80b1f536c51f1910803b06 +size 641693472 diff --git a/Reasoning-Llama-3.2-1B-Instruct-v1.3.Q4_K_M.gguf b/Reasoning-Llama-3.2-1B-Instruct-v1.3.Q4_K_M.gguf new file mode 100644 index 0000000..06226c9 --- /dev/null +++ b/Reasoning-Llama-3.2-1B-Instruct-v1.3.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ef15184fb22407885ccab147751b13f176747d9dc9b9241a41d546ae3a527584 +size 807696160 diff --git a/Reasoning-Llama-3.2-1B-Instruct-v1.3.Q4_K_S.gguf b/Reasoning-Llama-3.2-1B-Instruct-v1.3.Q4_K_S.gguf new file mode 100644 index 0000000..e68f03a --- /dev/null +++ b/Reasoning-Llama-3.2-1B-Instruct-v1.3.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4f117b0d0362d3b20c1bec7a2688387add280b91a06bdf4a7943abc689e6122b +size 775649056 diff --git a/Reasoning-Llama-3.2-1B-Instruct-v1.3.Q5_K_M.gguf b/Reasoning-Llama-3.2-1B-Instruct-v1.3.Q5_K_M.gguf new file mode 100644 index 0000000..b7589d2 --- /dev/null +++ b/Reasoning-Llama-3.2-1B-Instruct-v1.3.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f6840c65dfb5088343adfb3ce2916cbb3007ce8a2905fa2999ceddcef931659d +size 911505184 diff --git a/Reasoning-Llama-3.2-1B-Instruct-v1.3.Q5_K_S.gguf b/Reasoning-Llama-3.2-1B-Instruct-v1.3.Q5_K_S.gguf new file mode 100644 index 0000000..2dde5b7 --- /dev/null +++ b/Reasoning-Llama-3.2-1B-Instruct-v1.3.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b110d97cb648d0ea4d0dad2dcd174789276f5ae348bbc98e33d62212b30f25bd +size 892565280 diff --git a/Reasoning-Llama-3.2-1B-Instruct-v1.3.Q6_K.gguf b/Reasoning-Llama-3.2-1B-Instruct-v1.3.Q6_K.gguf new file mode 100644 index 0000000..216e2db --- /dev/null +++ b/Reasoning-Llama-3.2-1B-Instruct-v1.3.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5d9fa23ef0756c973ca00db9277389a9effd9836b903dabf6e5e42f34fffe62b +size 1021802272 diff --git a/Reasoning-Llama-3.2-1B-Instruct-v1.3.Q8_0.gguf b/Reasoning-Llama-3.2-1B-Instruct-v1.3.Q8_0.gguf new file mode 100644 index 0000000..07f9884 --- /dev/null +++ b/Reasoning-Llama-3.2-1B-Instruct-v1.3.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3aa1abbba8a9340dc4d7551cbfe9207c5f3bdd364116422401ecaad38d6a01b9 +size 1321084704 diff --git a/Reasoning-Llama-3.2-1B-Instruct-v1.3.f16.gguf b/Reasoning-Llama-3.2-1B-Instruct-v1.3.f16.gguf new file mode 100644 index 0000000..98502b0 --- /dev/null +++ b/Reasoning-Llama-3.2-1B-Instruct-v1.3.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fdb1b2f19e1f060c67852045b750a8b311a6438b1317b41c3809e181f90126f2 +size 2479597344