commit e80fee50d29f37021b6ab1842ffe69115ae44c01 Author: ModelHub XC Date: Fri May 29 09:22:25 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/ReflectionCoder-CL-34B-i1-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..4eb5d2c --- /dev/null +++ b/.gitattributes @@ -0,0 +1,57 @@ +*.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 +imatrix.dat filter=lfs diff=lfs merge=lfs -text +ReflectionCoder-CL-34B.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +ReflectionCoder-CL-34B.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +ReflectionCoder-CL-34B.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text +ReflectionCoder-CL-34B.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +ReflectionCoder-CL-34B.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +ReflectionCoder-CL-34B.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text +ReflectionCoder-CL-34B.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +ReflectionCoder-CL-34B.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +ReflectionCoder-CL-34B.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +ReflectionCoder-CL-34B.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +ReflectionCoder-CL-34B.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +ReflectionCoder-CL-34B.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +ReflectionCoder-CL-34B.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text +ReflectionCoder-CL-34B.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +ReflectionCoder-CL-34B.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text +ReflectionCoder-CL-34B.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +ReflectionCoder-CL-34B.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text +ReflectionCoder-CL-34B.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text +ReflectionCoder-CL-34B.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text +ReflectionCoder-CL-34B.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text +ReflectionCoder-CL-34B.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..803132c --- /dev/null +++ b/README.md @@ -0,0 +1,76 @@ +--- +base_model: SenseLLM/ReflectionCoder-CL-34B +datasets: +- SenseLLM/ReflectionSeq-GPT +- SenseLLM/ReflectionSeq-DS +language: +- en +library_name: transformers +license: apache-2.0 +quantized_by: mradermacher +--- +## About + + + + + + +weighted/imatrix quants of https://huggingface.co/SenseLLM/ReflectionCoder-CL-34B + + +static quants are available at https://huggingface.co/mradermacher/ReflectionCoder-CL-34B-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/ReflectionCoder-CL-34B-i1-GGUF/resolve/main/ReflectionCoder-CL-34B.i1-IQ1_S.gguf) | i1-IQ1_S | 7.4 | for the desperate | +| [GGUF](https://huggingface.co/mradermacher/ReflectionCoder-CL-34B-i1-GGUF/resolve/main/ReflectionCoder-CL-34B.i1-IQ1_M.gguf) | i1-IQ1_M | 8.0 | mostly desperate | +| [GGUF](https://huggingface.co/mradermacher/ReflectionCoder-CL-34B-i1-GGUF/resolve/main/ReflectionCoder-CL-34B.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 9.1 | | +| [GGUF](https://huggingface.co/mradermacher/ReflectionCoder-CL-34B-i1-GGUF/resolve/main/ReflectionCoder-CL-34B.i1-IQ2_XS.gguf) | i1-IQ2_XS | 10.1 | | +| [GGUF](https://huggingface.co/mradermacher/ReflectionCoder-CL-34B-i1-GGUF/resolve/main/ReflectionCoder-CL-34B.i1-IQ2_S.gguf) | i1-IQ2_S | 10.7 | | +| [GGUF](https://huggingface.co/mradermacher/ReflectionCoder-CL-34B-i1-GGUF/resolve/main/ReflectionCoder-CL-34B.i1-IQ2_M.gguf) | i1-IQ2_M | 11.6 | | +| [GGUF](https://huggingface.co/mradermacher/ReflectionCoder-CL-34B-i1-GGUF/resolve/main/ReflectionCoder-CL-34B.i1-Q2_K.gguf) | i1-Q2_K | 12.6 | IQ3_XXS probably better | +| [GGUF](https://huggingface.co/mradermacher/ReflectionCoder-CL-34B-i1-GGUF/resolve/main/ReflectionCoder-CL-34B.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 13.1 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/ReflectionCoder-CL-34B-i1-GGUF/resolve/main/ReflectionCoder-CL-34B.i1-IQ3_XS.gguf) | i1-IQ3_XS | 14.0 | | +| [GGUF](https://huggingface.co/mradermacher/ReflectionCoder-CL-34B-i1-GGUF/resolve/main/ReflectionCoder-CL-34B.i1-Q3_K_S.gguf) | i1-Q3_K_S | 14.7 | IQ3_XS probably better | +| [GGUF](https://huggingface.co/mradermacher/ReflectionCoder-CL-34B-i1-GGUF/resolve/main/ReflectionCoder-CL-34B.i1-IQ3_S.gguf) | i1-IQ3_S | 14.8 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/ReflectionCoder-CL-34B-i1-GGUF/resolve/main/ReflectionCoder-CL-34B.i1-IQ3_M.gguf) | i1-IQ3_M | 15.3 | | +| [GGUF](https://huggingface.co/mradermacher/ReflectionCoder-CL-34B-i1-GGUF/resolve/main/ReflectionCoder-CL-34B.i1-Q3_K_M.gguf) | i1-Q3_K_M | 16.4 | IQ3_S probably better | +| [GGUF](https://huggingface.co/mradermacher/ReflectionCoder-CL-34B-i1-GGUF/resolve/main/ReflectionCoder-CL-34B.i1-Q3_K_L.gguf) | i1-Q3_K_L | 17.9 | IQ3_M probably better | +| [GGUF](https://huggingface.co/mradermacher/ReflectionCoder-CL-34B-i1-GGUF/resolve/main/ReflectionCoder-CL-34B.i1-IQ4_XS.gguf) | i1-IQ4_XS | 18.2 | | +| [GGUF](https://huggingface.co/mradermacher/ReflectionCoder-CL-34B-i1-GGUF/resolve/main/ReflectionCoder-CL-34B.i1-Q4_0.gguf) | i1-Q4_0 | 19.2 | fast, low quality | +| [GGUF](https://huggingface.co/mradermacher/ReflectionCoder-CL-34B-i1-GGUF/resolve/main/ReflectionCoder-CL-34B.i1-Q4_K_S.gguf) | i1-Q4_K_S | 19.3 | optimal size/speed/quality | +| [GGUF](https://huggingface.co/mradermacher/ReflectionCoder-CL-34B-i1-GGUF/resolve/main/ReflectionCoder-CL-34B.i1-Q4_K_M.gguf) | i1-Q4_K_M | 20.3 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/ReflectionCoder-CL-34B-i1-GGUF/resolve/main/ReflectionCoder-CL-34B.i1-Q5_K_S.gguf) | i1-Q5_K_S | 23.3 | | +| [GGUF](https://huggingface.co/mradermacher/ReflectionCoder-CL-34B-i1-GGUF/resolve/main/ReflectionCoder-CL-34B.i1-Q5_K_M.gguf) | i1-Q5_K_M | 23.9 | | +| [GGUF](https://huggingface.co/mradermacher/ReflectionCoder-CL-34B-i1-GGUF/resolve/main/ReflectionCoder-CL-34B.i1-Q6_K.gguf) | i1-Q6_K | 27.8 | practically like static Q6_K | + +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/ReflectionCoder-CL-34B.i1-IQ1_M.gguf b/ReflectionCoder-CL-34B.i1-IQ1_M.gguf new file mode 100644 index 0000000..0ec5915 --- /dev/null +++ b/ReflectionCoder-CL-34B.i1-IQ1_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:afb1884615208991e203858f44bca34a0214dadb4575d056900b761e8467575a +size 7919491744 diff --git a/ReflectionCoder-CL-34B.i1-IQ1_S.gguf b/ReflectionCoder-CL-34B.i1-IQ1_S.gguf new file mode 100644 index 0000000..8065776 --- /dev/null +++ b/ReflectionCoder-CL-34B.i1-IQ1_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c000043b6a69461f57b0bb3916f21866e480329a009d91b1d2feaa5a47befb33 +size 7251221152 diff --git a/ReflectionCoder-CL-34B.i1-IQ2_M.gguf b/ReflectionCoder-CL-34B.i1-IQ2_M.gguf new file mode 100644 index 0000000..5b76c80 --- /dev/null +++ b/ReflectionCoder-CL-34B.i1-IQ2_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:25b210563347f14ffc2a232f273de1639bf01f5164aebd93c2cbfa7bf71d60ce +size 11505516128 diff --git a/ReflectionCoder-CL-34B.i1-IQ2_S.gguf b/ReflectionCoder-CL-34B.i1-IQ2_S.gguf new file mode 100644 index 0000000..f2645b0 --- /dev/null +++ b/ReflectionCoder-CL-34B.i1-IQ2_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bdcd6f7ad210874b5d7daacdbfee3234f35cf6b11924acc377ee4cd0ca033fe9 +size 10614488672 diff --git a/ReflectionCoder-CL-34B.i1-IQ2_XS.gguf b/ReflectionCoder-CL-34B.i1-IQ2_XS.gguf new file mode 100644 index 0000000..eed2763 --- /dev/null +++ b/ReflectionCoder-CL-34B.i1-IQ2_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:032d931d0d7da269d13fbc2d7e6e33f3c4716c8b92af16c1ae76e0d239376032 +size 10024966816 diff --git a/ReflectionCoder-CL-34B.i1-IQ2_XXS.gguf b/ReflectionCoder-CL-34B.i1-IQ2_XXS.gguf new file mode 100644 index 0000000..f35b667 --- /dev/null +++ b/ReflectionCoder-CL-34B.i1-IQ2_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9c5d2cd41a0c9be6c5909d3079f67c99788107eb50ab504c8cca8ba69f6f7d1a +size 9033276064 diff --git a/ReflectionCoder-CL-34B.i1-IQ3_M.gguf b/ReflectionCoder-CL-34B.i1-IQ3_M.gguf new file mode 100644 index 0000000..1d21eb1 --- /dev/null +++ b/ReflectionCoder-CL-34B.i1-IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:814cdde5690ff09b8d873cdc6763b84bee2c48a2d507919a539f4098673cc114 +size 15230479648 diff --git a/ReflectionCoder-CL-34B.i1-IQ3_S.gguf b/ReflectionCoder-CL-34B.i1-IQ3_S.gguf new file mode 100644 index 0000000..055c27c --- /dev/null +++ b/ReflectionCoder-CL-34B.i1-IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:511a67dcfaa53635a7a88e53aee99d7a99a0cf058d5fa9d3832dbd00fa88db11 +size 14658940192 diff --git a/ReflectionCoder-CL-34B.i1-IQ3_XS.gguf b/ReflectionCoder-CL-34B.i1-IQ3_XS.gguf new file mode 100644 index 0000000..e124761 --- /dev/null +++ b/ReflectionCoder-CL-34B.i1-IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:86426d0cd5381c61ff941ece47225458d43fe513ebb6c60ab4cdb970dda60cf4 +size 13880372512 diff --git a/ReflectionCoder-CL-34B.i1-IQ3_XXS.gguf b/ReflectionCoder-CL-34B.i1-IQ3_XXS.gguf new file mode 100644 index 0000000..74a74bf --- /dev/null +++ b/ReflectionCoder-CL-34B.i1-IQ3_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f7f405f0af2c3efca71b45a6faa1a94bf7c2fe5b292340dbaad41f68b563654a +size 13010353760 diff --git a/ReflectionCoder-CL-34B.i1-IQ4_XS.gguf b/ReflectionCoder-CL-34B.i1-IQ4_XS.gguf new file mode 100644 index 0000000..57a07e6 --- /dev/null +++ b/ReflectionCoder-CL-34B.i1-IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1dea15a01b6ed8385b8aea98481990a83681bca4743b1ca9d4b5b89db535f069 +size 18068803808 diff --git a/ReflectionCoder-CL-34B.i1-Q2_K.gguf b/ReflectionCoder-CL-34B.i1-Q2_K.gguf new file mode 100644 index 0000000..b052082 --- /dev/null +++ b/ReflectionCoder-CL-34B.i1-Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:35c825a8a2258fc362352199659ab313160c62cd514c55c51c9acad8c2eb87fe +size 12505794912 diff --git a/ReflectionCoder-CL-34B.i1-Q3_K_L.gguf b/ReflectionCoder-CL-34B.i1-Q3_K_L.gguf new file mode 100644 index 0000000..09debf9 --- /dev/null +++ b/ReflectionCoder-CL-34B.i1-Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3c41e0db82bacf041e54b62656c7bc4e391dc992fac342c05b8c5eaecd407624 +size 17771638048 diff --git a/ReflectionCoder-CL-34B.i1-Q3_K_M.gguf b/ReflectionCoder-CL-34B.i1-Q3_K_M.gguf new file mode 100644 index 0000000..300689f --- /dev/null +++ b/ReflectionCoder-CL-34B.i1-Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9f0dd75533a001c95198c52eef7cb781b4021e702091af31e12586bd55e08ed8 +size 16306253088 diff --git a/ReflectionCoder-CL-34B.i1-Q3_K_S.gguf b/ReflectionCoder-CL-34B.i1-Q3_K_S.gguf new file mode 100644 index 0000000..fe77994 --- /dev/null +++ b/ReflectionCoder-CL-34B.i1-Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dc854ac6a499bbbb11934e23be34464b1ffd2c8c543480e1fb28ce804c94b1c2 +size 14605462816 diff --git a/ReflectionCoder-CL-34B.i1-Q4_0.gguf b/ReflectionCoder-CL-34B.i1-Q4_0.gguf new file mode 100644 index 0000000..c6e9c02 --- /dev/null +++ b/ReflectionCoder-CL-34B.i1-Q4_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:67da98fe713d7576d9d7b7f4d95aff55cabc6ca27b7280b6f857eef80bfba96d +size 19119807456 diff --git a/ReflectionCoder-CL-34B.i1-Q4_K_M.gguf b/ReflectionCoder-CL-34B.i1-Q4_K_M.gguf new file mode 100644 index 0000000..ea8149f --- /dev/null +++ b/ReflectionCoder-CL-34B.i1-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d476df7fc462ec8e596313dfd1e1e97c0854c3fe7e3b47021ebf02e63811816d +size 20220025824 diff --git a/ReflectionCoder-CL-34B.i1-Q4_K_S.gguf b/ReflectionCoder-CL-34B.i1-Q4_K_S.gguf new file mode 100644 index 0000000..6cd8e02 --- /dev/null +++ b/ReflectionCoder-CL-34B.i1-Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:33f1f6b4feada71ebd98f59942b5c2312e212d4e2bf021cf20d56bfb185b6ef8 +size 19191634912 diff --git a/ReflectionCoder-CL-34B.i1-Q5_K_M.gguf b/ReflectionCoder-CL-34B.i1-Q5_K_M.gguf new file mode 100644 index 0000000..e96d1f3 --- /dev/null +++ b/ReflectionCoder-CL-34B.i1-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:df26fbedf93d20ff1d778a8569cd853ace6f83be22bde0249d46de35f8258aad +size 23838935008 diff --git a/ReflectionCoder-CL-34B.i1-Q5_K_S.gguf b/ReflectionCoder-CL-34B.i1-Q5_K_S.gguf new file mode 100644 index 0000000..fc6115a --- /dev/null +++ b/ReflectionCoder-CL-34B.i1-Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:05a269275b2dc7230f865d2029ce743c224460bcc715f1044e322bbf3bae3e94 +size 23237314528 diff --git a/ReflectionCoder-CL-34B.i1-Q6_K.gguf b/ReflectionCoder-CL-34B.i1-Q6_K.gguf new file mode 100644 index 0000000..98514d1 --- /dev/null +++ b/ReflectionCoder-CL-34B.i1-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ecc907caa325121e651fc0dc71f1613782343d795ac39c22f0d20faf97e8db34 +size 27684026016 diff --git a/imatrix.dat b/imatrix.dat new file mode 100644 index 0000000..c095d77 --- /dev/null +++ b/imatrix.dat @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:509bc2928330ddca1c635cf5a781c04110b6417aa34cccf22fa7bc91f6235b63 +size 13675391