From 9c376e83ed926969d516eaf04a372ac7e8e83225 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Wed, 17 Jun 2026 18:14:15 +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/R3-Qwen3-4B-LoRA-14k-GGUF Source: Original Platform --- .gitattributes | 47 +++++++++++++++++++++ R3-Qwen3-4B-LoRA-14k.IQ4_XS.gguf | 3 ++ R3-Qwen3-4B-LoRA-14k.Q2_K.gguf | 3 ++ R3-Qwen3-4B-LoRA-14k.Q3_K_L.gguf | 3 ++ R3-Qwen3-4B-LoRA-14k.Q3_K_M.gguf | 3 ++ R3-Qwen3-4B-LoRA-14k.Q3_K_S.gguf | 3 ++ R3-Qwen3-4B-LoRA-14k.Q4_K_M.gguf | 3 ++ R3-Qwen3-4B-LoRA-14k.Q4_K_S.gguf | 3 ++ R3-Qwen3-4B-LoRA-14k.Q5_K_M.gguf | 3 ++ R3-Qwen3-4B-LoRA-14k.Q5_K_S.gguf | 3 ++ R3-Qwen3-4B-LoRA-14k.Q6_K.gguf | 3 ++ R3-Qwen3-4B-LoRA-14k.Q8_0.gguf | 3 ++ R3-Qwen3-4B-LoRA-14k.f16.gguf | 3 ++ README.md | 71 ++++++++++++++++++++++++++++++++ 14 files changed, 154 insertions(+) create mode 100644 .gitattributes create mode 100644 R3-Qwen3-4B-LoRA-14k.IQ4_XS.gguf create mode 100644 R3-Qwen3-4B-LoRA-14k.Q2_K.gguf create mode 100644 R3-Qwen3-4B-LoRA-14k.Q3_K_L.gguf create mode 100644 R3-Qwen3-4B-LoRA-14k.Q3_K_M.gguf create mode 100644 R3-Qwen3-4B-LoRA-14k.Q3_K_S.gguf create mode 100644 R3-Qwen3-4B-LoRA-14k.Q4_K_M.gguf create mode 100644 R3-Qwen3-4B-LoRA-14k.Q4_K_S.gguf create mode 100644 R3-Qwen3-4B-LoRA-14k.Q5_K_M.gguf create mode 100644 R3-Qwen3-4B-LoRA-14k.Q5_K_S.gguf create mode 100644 R3-Qwen3-4B-LoRA-14k.Q6_K.gguf create mode 100644 R3-Qwen3-4B-LoRA-14k.Q8_0.gguf create mode 100644 R3-Qwen3-4B-LoRA-14k.f16.gguf create mode 100644 README.md diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..d455144 --- /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 +R3-Qwen3-4B-LoRA-14k.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +R3-Qwen3-4B-LoRA-14k.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +R3-Qwen3-4B-LoRA-14k.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +R3-Qwen3-4B-LoRA-14k.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +R3-Qwen3-4B-LoRA-14k.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +R3-Qwen3-4B-LoRA-14k.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +R3-Qwen3-4B-LoRA-14k.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +R3-Qwen3-4B-LoRA-14k.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +R3-Qwen3-4B-LoRA-14k.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +R3-Qwen3-4B-LoRA-14k.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +R3-Qwen3-4B-LoRA-14k.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +R3-Qwen3-4B-LoRA-14k.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/R3-Qwen3-4B-LoRA-14k.IQ4_XS.gguf b/R3-Qwen3-4B-LoRA-14k.IQ4_XS.gguf new file mode 100644 index 0000000..7f5201c --- /dev/null +++ b/R3-Qwen3-4B-LoRA-14k.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:25ff234d7931f7bb6098d5a9982e5954d738f7932b96bf7714ca32650b80bec0 +size 2286316288 diff --git a/R3-Qwen3-4B-LoRA-14k.Q2_K.gguf b/R3-Qwen3-4B-LoRA-14k.Q2_K.gguf new file mode 100644 index 0000000..87a84f0 --- /dev/null +++ b/R3-Qwen3-4B-LoRA-14k.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:98c0b8de21992f2e930bc0d30e7eae65aa2e859549772759732c7ec4d7989f7c +size 1669499648 diff --git a/R3-Qwen3-4B-LoRA-14k.Q3_K_L.gguf b/R3-Qwen3-4B-LoRA-14k.Q3_K_L.gguf new file mode 100644 index 0000000..9a05f19 --- /dev/null +++ b/R3-Qwen3-4B-LoRA-14k.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0ce6761301699eb201d9fe4451c3675b5af71551076934952c3eef7438c214e2 +size 2239785728 diff --git a/R3-Qwen3-4B-LoRA-14k.Q3_K_M.gguf b/R3-Qwen3-4B-LoRA-14k.Q3_K_M.gguf new file mode 100644 index 0000000..99e6b49 --- /dev/null +++ b/R3-Qwen3-4B-LoRA-14k.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2cdc3edf74fe112b6d1e4fac544d0f1feccc11dc1b39c0a204b66481a37d6fb1 +size 2075618048 diff --git a/R3-Qwen3-4B-LoRA-14k.Q3_K_S.gguf b/R3-Qwen3-4B-LoRA-14k.Q3_K_S.gguf new file mode 100644 index 0000000..5f846db --- /dev/null +++ b/R3-Qwen3-4B-LoRA-14k.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1ca53450c3554483a46d0c684dc41bec09b7d73f6990056264c6ca70c44048b6 +size 1886997248 diff --git a/R3-Qwen3-4B-LoRA-14k.Q4_K_M.gguf b/R3-Qwen3-4B-LoRA-14k.Q4_K_M.gguf new file mode 100644 index 0000000..cbfbc8c --- /dev/null +++ b/R3-Qwen3-4B-LoRA-14k.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1a5c24b03d618cca7b286c2097ae97eae2545f50f5cc1ce6b8cd9ca83bf46986 +size 2497280768 diff --git a/R3-Qwen3-4B-LoRA-14k.Q4_K_S.gguf b/R3-Qwen3-4B-LoRA-14k.Q4_K_S.gguf new file mode 100644 index 0000000..f0413ec --- /dev/null +++ b/R3-Qwen3-4B-LoRA-14k.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:10fed9a23a6c61c75c31104e6310ba8d5dc5c6586c1a956634171ce603eb6f28 +size 2383309568 diff --git a/R3-Qwen3-4B-LoRA-14k.Q5_K_M.gguf b/R3-Qwen3-4B-LoRA-14k.Q5_K_M.gguf new file mode 100644 index 0000000..fd6c5b3 --- /dev/null +++ b/R3-Qwen3-4B-LoRA-14k.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5a6b9f9749b315619c5ffd44344930cdea5cdcf6d1b9b6daa2005bddf8600b00 +size 2889513728 diff --git a/R3-Qwen3-4B-LoRA-14k.Q5_K_S.gguf b/R3-Qwen3-4B-LoRA-14k.Q5_K_S.gguf new file mode 100644 index 0000000..541e8eb --- /dev/null +++ b/R3-Qwen3-4B-LoRA-14k.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7fd30a3b97d410b824a961acdf41c56663ee0c349cf4692bfa97181a39201d8b +size 2823711488 diff --git a/R3-Qwen3-4B-LoRA-14k.Q6_K.gguf b/R3-Qwen3-4B-LoRA-14k.Q6_K.gguf new file mode 100644 index 0000000..35568ed --- /dev/null +++ b/R3-Qwen3-4B-LoRA-14k.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3325b554005b5685ac30f4da4bf847ce43f38d2fc3d914ca9f1935d566b034a7 +size 3306261248 diff --git a/R3-Qwen3-4B-LoRA-14k.Q8_0.gguf b/R3-Qwen3-4B-LoRA-14k.Q8_0.gguf new file mode 100644 index 0000000..c7a642a --- /dev/null +++ b/R3-Qwen3-4B-LoRA-14k.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9860911441b45ac3c5643085ba9a203be43a8b5411c8f52f3cce26b0a5c980d6 +size 4280405248 diff --git a/R3-Qwen3-4B-LoRA-14k.f16.gguf b/R3-Qwen3-4B-LoRA-14k.f16.gguf new file mode 100644 index 0000000..31aeb32 --- /dev/null +++ b/R3-Qwen3-4B-LoRA-14k.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3e9a5af9338c01d97f22984c58ef6e8aef7df51850580b2a25f518083b53f8d5 +size 8051285248 diff --git a/README.md b/README.md new file mode 100644 index 0000000..3c950f8 --- /dev/null +++ b/README.md @@ -0,0 +1,71 @@ +--- +base_model: rubricreward/R3-Qwen3-4B-LoRA-14k +language: +- en +library_name: transformers +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +--- +## About + + + + + + + + + +static quants of https://huggingface.co/rubricreward/R3-Qwen3-4B-LoRA-14k + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#R3-Qwen3-4B-LoRA-14k-GGUF).*** + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/R3-Qwen3-4B-LoRA-14k-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/R3-Qwen3-4B-LoRA-14k-GGUF/resolve/main/R3-Qwen3-4B-LoRA-14k.Q2_K.gguf) | Q2_K | 1.8 | | +| [GGUF](https://huggingface.co/mradermacher/R3-Qwen3-4B-LoRA-14k-GGUF/resolve/main/R3-Qwen3-4B-LoRA-14k.Q3_K_S.gguf) | Q3_K_S | 2.0 | | +| [GGUF](https://huggingface.co/mradermacher/R3-Qwen3-4B-LoRA-14k-GGUF/resolve/main/R3-Qwen3-4B-LoRA-14k.Q3_K_M.gguf) | Q3_K_M | 2.2 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/R3-Qwen3-4B-LoRA-14k-GGUF/resolve/main/R3-Qwen3-4B-LoRA-14k.Q3_K_L.gguf) | Q3_K_L | 2.3 | | +| [GGUF](https://huggingface.co/mradermacher/R3-Qwen3-4B-LoRA-14k-GGUF/resolve/main/R3-Qwen3-4B-LoRA-14k.IQ4_XS.gguf) | IQ4_XS | 2.4 | | +| [GGUF](https://huggingface.co/mradermacher/R3-Qwen3-4B-LoRA-14k-GGUF/resolve/main/R3-Qwen3-4B-LoRA-14k.Q4_K_S.gguf) | Q4_K_S | 2.5 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/R3-Qwen3-4B-LoRA-14k-GGUF/resolve/main/R3-Qwen3-4B-LoRA-14k.Q4_K_M.gguf) | Q4_K_M | 2.6 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/R3-Qwen3-4B-LoRA-14k-GGUF/resolve/main/R3-Qwen3-4B-LoRA-14k.Q5_K_S.gguf) | Q5_K_S | 2.9 | | +| [GGUF](https://huggingface.co/mradermacher/R3-Qwen3-4B-LoRA-14k-GGUF/resolve/main/R3-Qwen3-4B-LoRA-14k.Q5_K_M.gguf) | Q5_K_M | 3.0 | | +| [GGUF](https://huggingface.co/mradermacher/R3-Qwen3-4B-LoRA-14k-GGUF/resolve/main/R3-Qwen3-4B-LoRA-14k.Q6_K.gguf) | Q6_K | 3.4 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/R3-Qwen3-4B-LoRA-14k-GGUF/resolve/main/R3-Qwen3-4B-LoRA-14k.Q8_0.gguf) | Q8_0 | 4.4 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/R3-Qwen3-4B-LoRA-14k-GGUF/resolve/main/R3-Qwen3-4B-LoRA-14k.f16.gguf) | f16 | 8.2 | 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. + +