初始化项目，由ModelHub XC社区提供模型

Model: mradermacher/ORANSight_Qwen_7B_Instruct-i1-GGUF
Source: Original Platform

.gitattributes

@@ -0,0 +1,60 @@
+*.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
+ORANSight_Qwen_7B_Instruct.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
+ORANSight_Qwen_7B_Instruct.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text
+ORANSight_Qwen_7B_Instruct.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+ORANSight_Qwen_7B_Instruct.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text
+ORANSight_Qwen_7B_Instruct.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+ORANSight_Qwen_7B_Instruct.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text
+ORANSight_Qwen_7B_Instruct.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+ORANSight_Qwen_7B_Instruct.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text
+ORANSight_Qwen_7B_Instruct.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+ORANSight_Qwen_7B_Instruct.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text
+ORANSight_Qwen_7B_Instruct.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
+ORANSight_Qwen_7B_Instruct.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text
+ORANSight_Qwen_7B_Instruct.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+ORANSight_Qwen_7B_Instruct.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text
+ORANSight_Qwen_7B_Instruct.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
+ORANSight_Qwen_7B_Instruct.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text
+ORANSight_Qwen_7B_Instruct.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+ORANSight_Qwen_7B_Instruct.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text
+ORANSight_Qwen_7B_Instruct.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text
+ORANSight_Qwen_7B_Instruct.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text
+ORANSight_Qwen_7B_Instruct.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+ORANSight_Qwen_7B_Instruct.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text
+ORANSight_Qwen_7B_Instruct.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text
+ORANSight_Qwen_7B_Instruct.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text

ORANSight_Qwen_7B_Instruct.i1-IQ1_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3d671edfddb93196d6a0a287f615380a25405b745b6b2e13de81f9003488fd45
+size 2042197184

ORANSight_Qwen_7B_Instruct.i1-IQ1_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:41ef05ffd0648cb2525e555554887ec89c308f4cb337d214cf9b5e546a963d51
+size 1903668416

ORANSight_Qwen_7B_Instruct.i1-IQ2_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dfe87196aa598af268f23cf18bf4bf70014b4519e1f6e8d30de0c002942108b1
+size 2780343488

ORANSight_Qwen_7B_Instruct.i1-IQ2_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4c5312ccdc781ab977d1e3233a7164b36f171df3e5a8282be38ff2a32dff6d25
+size 2595638464

ORANSight_Qwen_7B_Instruct.i1-IQ2_XS.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7db50705fe4edc9c5a3d166f5324315111301dcb5621fc5cdc7dae01d0238cd9
+size 2469022912

ORANSight_Qwen_7B_Instruct.i1-IQ2_XXS.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:85b7466f02b0b6191930cdb5e2b14399b8c96a8f5b375ea92bb6f59868a665a5
+size 2273078464

ORANSight_Qwen_7B_Instruct.i1-IQ3_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b9e83a69ef2f61e057972bd7854cf42e01b0b2a5da916d36e195e8cea3cc8b91
+size 3574013120

ORANSight_Qwen_7B_Instruct.i1-IQ3_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4ce663b84c87ddcea5ed53e1cc9f0356635170a0626a357cdaf5cfd6306a761b
+size 3499193536

ORANSight_Qwen_7B_Instruct.i1-IQ3_XS.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0635d04ad2735fef1db5f6a6fc8c9c2fb72e0223179970b1befcd51524eafb62
+size 3346257088

ORANSight_Qwen_7B_Instruct.i1-IQ3_XXS.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:89ee4caf824aed78de27412838caa9c44038dc24f4247ee44041784a5769cb5a
+size 3114515648

ORANSight_Qwen_7B_Instruct.i1-IQ4_NL.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0af3d938342747e77cc845a18ac22bb78aa3b72dab83b9b8ab77fc737be4c5c3
+size 4437814464

ORANSight_Qwen_7B_Instruct.i1-IQ4_XS.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4b73e409db8ea4f7828b797a5cd330164ec5e05e1ad5da4d98994e7852e5aff9
+size 4218473664

ORANSight_Qwen_7B_Instruct.i1-Q2_K.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dccc7632f33c6f123f0cf1cdf8bf8df221d818d93e6a138809aed79619c56679
+size 3015941312

ORANSight_Qwen_7B_Instruct.i1-Q2_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6dd8397a00c182a9285f0e0cabee640fa19e981b85714ba42aed12c1d9879066
+size 2834074816

ORANSight_Qwen_7B_Instruct.i1-Q3_K_L.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f7bb19dafc7db60a2bb2bb8a2c88cb0db37d50913a48f748175de06ab6cbb580
+size 4088460480

ORANSight_Qwen_7B_Instruct.i1-Q3_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2efff539210eaa655a5da9e6f188a8ee862a3a818d5a9803cc08d2bb164b9701
+size 3808392384

ORANSight_Qwen_7B_Instruct.i1-Q3_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:50b2d5e43b561d53c253020cfc711d1d8cde3d9bc69064aa0ad8ef457552752c
+size 3492369600

ORANSight_Qwen_7B_Instruct.i1-Q4_0.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fa5c259f7115e45fc4207e89fea8f1da27f94e46d41a4a99a0348a8d029afc0e
+size 4444122304

ORANSight_Qwen_7B_Instruct.i1-Q4_1.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:18dfde2cb84b79eee157502c4247b8c8809e5dc3dbbf4028c88ac36f0a00dd38
+size 4873284800

ORANSight_Qwen_7B_Instruct.i1-Q4_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bd37d4c7fd12236e89c8034af5b65177b65542e42c99d093c05dcae9b77e6978
+size 4683074752

ORANSight_Qwen_7B_Instruct.i1-Q4_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:595d9a4a561ad9a15e492485297b2b88c72393d2e1e56f362fb19250ad7a4662
+size 4457770176

ORANSight_Qwen_7B_Instruct.i1-Q5_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:63237703fcf4401e8ed91a2ac0e3018c3c1aaa3da820bc5d28211134663afa70
+size 5444832448

ORANSight_Qwen_7B_Instruct.i1-Q5_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2543cd164d9e59e337e130d7a02129d260f0ded1a745285725ae9c6b148faf06
+size 5315177664

ORANSight_Qwen_7B_Instruct.i1-Q6_K.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:60a9b26de78a0dfd309a17622a7c8068931977eb61ab6e1ebfa2d543a1f8e391
+size 6254200000

README.md

@@ -0,0 +1,83 @@
+---
+base_model: NextGLab/ORANSight_Qwen_7B_Instruct
+language:
+- en
+library_name: transformers
+license: apache-2.0
+quantized_by: mradermacher
+tags:
+- text-generation-inference
+- transformers
+- unsloth
+- qwen2
+- trl
+- sft
+---
+## About
+
+<!-- ### quantize_version: 2 -->
+<!-- ### output_tensor_quantised: 1 -->
+<!-- ### convert_type: hf -->
+<!-- ### vocab_type:  -->
+<!-- ### tags: nicoboss -->
+weighted/imatrix quants of https://huggingface.co/NextGLab/ORANSight_Qwen_7B_Instruct
+
+<!-- provided-files -->
+static quants are available at https://huggingface.co/mradermacher/ORANSight_Qwen_7B_Instruct-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/ORANSight_Qwen_7B_Instruct-i1-GGUF/resolve/main/ORANSight_Qwen_7B_Instruct.i1-IQ1_S.gguf) | i1-IQ1_S | 2.0 | for the desperate |
+| [GGUF](https://huggingface.co/mradermacher/ORANSight_Qwen_7B_Instruct-i1-GGUF/resolve/main/ORANSight_Qwen_7B_Instruct.i1-IQ1_M.gguf) | i1-IQ1_M | 2.1 | mostly desperate |
+| [GGUF](https://huggingface.co/mradermacher/ORANSight_Qwen_7B_Instruct-i1-GGUF/resolve/main/ORANSight_Qwen_7B_Instruct.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 2.4 |  |
+| [GGUF](https://huggingface.co/mradermacher/ORANSight_Qwen_7B_Instruct-i1-GGUF/resolve/main/ORANSight_Qwen_7B_Instruct.i1-IQ2_XS.gguf) | i1-IQ2_XS | 2.6 |  |
+| [GGUF](https://huggingface.co/mradermacher/ORANSight_Qwen_7B_Instruct-i1-GGUF/resolve/main/ORANSight_Qwen_7B_Instruct.i1-IQ2_S.gguf) | i1-IQ2_S | 2.7 |  |
+| [GGUF](https://huggingface.co/mradermacher/ORANSight_Qwen_7B_Instruct-i1-GGUF/resolve/main/ORANSight_Qwen_7B_Instruct.i1-IQ2_M.gguf) | i1-IQ2_M | 2.9 |  |
+| [GGUF](https://huggingface.co/mradermacher/ORANSight_Qwen_7B_Instruct-i1-GGUF/resolve/main/ORANSight_Qwen_7B_Instruct.i1-Q2_K_S.gguf) | i1-Q2_K_S | 2.9 | very low quality |
+| [GGUF](https://huggingface.co/mradermacher/ORANSight_Qwen_7B_Instruct-i1-GGUF/resolve/main/ORANSight_Qwen_7B_Instruct.i1-Q2_K.gguf) | i1-Q2_K | 3.1 | IQ3_XXS probably better |
+| [GGUF](https://huggingface.co/mradermacher/ORANSight_Qwen_7B_Instruct-i1-GGUF/resolve/main/ORANSight_Qwen_7B_Instruct.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 3.2 | lower quality |
+| [GGUF](https://huggingface.co/mradermacher/ORANSight_Qwen_7B_Instruct-i1-GGUF/resolve/main/ORANSight_Qwen_7B_Instruct.i1-IQ3_XS.gguf) | i1-IQ3_XS | 3.4 |  |
+| [GGUF](https://huggingface.co/mradermacher/ORANSight_Qwen_7B_Instruct-i1-GGUF/resolve/main/ORANSight_Qwen_7B_Instruct.i1-Q3_K_S.gguf) | i1-Q3_K_S | 3.6 | IQ3_XS probably better |
+| [GGUF](https://huggingface.co/mradermacher/ORANSight_Qwen_7B_Instruct-i1-GGUF/resolve/main/ORANSight_Qwen_7B_Instruct.i1-IQ3_S.gguf) | i1-IQ3_S | 3.6 | beats Q3_K* |
+| [GGUF](https://huggingface.co/mradermacher/ORANSight_Qwen_7B_Instruct-i1-GGUF/resolve/main/ORANSight_Qwen_7B_Instruct.i1-IQ3_M.gguf) | i1-IQ3_M | 3.7 |  |
+| [GGUF](https://huggingface.co/mradermacher/ORANSight_Qwen_7B_Instruct-i1-GGUF/resolve/main/ORANSight_Qwen_7B_Instruct.i1-Q3_K_M.gguf) | i1-Q3_K_M | 3.9 | IQ3_S probably better |
+| [GGUF](https://huggingface.co/mradermacher/ORANSight_Qwen_7B_Instruct-i1-GGUF/resolve/main/ORANSight_Qwen_7B_Instruct.i1-Q3_K_L.gguf) | i1-Q3_K_L | 4.2 | IQ3_M probably better |
+| [GGUF](https://huggingface.co/mradermacher/ORANSight_Qwen_7B_Instruct-i1-GGUF/resolve/main/ORANSight_Qwen_7B_Instruct.i1-IQ4_XS.gguf) | i1-IQ4_XS | 4.3 |  |
+| [GGUF](https://huggingface.co/mradermacher/ORANSight_Qwen_7B_Instruct-i1-GGUF/resolve/main/ORANSight_Qwen_7B_Instruct.i1-IQ4_NL.gguf) | i1-IQ4_NL | 4.5 | prefer IQ4_XS |
+| [GGUF](https://huggingface.co/mradermacher/ORANSight_Qwen_7B_Instruct-i1-GGUF/resolve/main/ORANSight_Qwen_7B_Instruct.i1-Q4_0.gguf) | i1-Q4_0 | 4.5 | fast, low quality |
+| [GGUF](https://huggingface.co/mradermacher/ORANSight_Qwen_7B_Instruct-i1-GGUF/resolve/main/ORANSight_Qwen_7B_Instruct.i1-Q4_K_S.gguf) | i1-Q4_K_S | 4.6 | optimal size/speed/quality |
+| [GGUF](https://huggingface.co/mradermacher/ORANSight_Qwen_7B_Instruct-i1-GGUF/resolve/main/ORANSight_Qwen_7B_Instruct.i1-Q4_K_M.gguf) | i1-Q4_K_M | 4.8 | fast, recommended |
+| [GGUF](https://huggingface.co/mradermacher/ORANSight_Qwen_7B_Instruct-i1-GGUF/resolve/main/ORANSight_Qwen_7B_Instruct.i1-Q4_1.gguf) | i1-Q4_1 | 5.0 |  |
+| [GGUF](https://huggingface.co/mradermacher/ORANSight_Qwen_7B_Instruct-i1-GGUF/resolve/main/ORANSight_Qwen_7B_Instruct.i1-Q5_K_S.gguf) | i1-Q5_K_S | 5.4 |  |
+| [GGUF](https://huggingface.co/mradermacher/ORANSight_Qwen_7B_Instruct-i1-GGUF/resolve/main/ORANSight_Qwen_7B_Instruct.i1-Q5_K_M.gguf) | i1-Q5_K_M | 5.5 |  |
+| [GGUF](https://huggingface.co/mradermacher/ORANSight_Qwen_7B_Instruct-i1-GGUF/resolve/main/ORANSight_Qwen_7B_Instruct.i1-Q6_K.gguf) | i1-Q6_K | 6.4 | 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.
+
+<!-- end -->

imatrix.dat

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d222f6c439556f958e8b5a273057dd546b1d2e3c5411f028614672f5c2403c99
+size 4536665