commit ac5c84ea16c67970ae196182857c375e30772ef5 Author: ModelHub XC Date: Thu Jul 16 20:54:11 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..f0a8ea6 --- /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 +T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26.f16.gguf filter=lfs diff=lfs merge=lfs -text +T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..12829de --- /dev/null +++ b/README.md @@ -0,0 +1,70 @@ +--- +base_model: MaziyarPanahi/T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26 +language: +- en +library_name: transformers +license: apache-2.0 +model_creator: MaziyarPanahi +model_name: T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26 +quantized_by: mradermacher +tags: +- Safetensors +- text-generation-inference +- merge +--- +## About + + + + + + +static quants of https://huggingface.co/MaziyarPanahi/T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26 + + +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/T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26-GGUF/resolve/main/T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26.Q2_K.gguf) | Q2_K | 2.8 | | +| [GGUF](https://huggingface.co/mradermacher/T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26-GGUF/resolve/main/T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26.Q3_K_S.gguf) | Q3_K_S | 3.3 | | +| [GGUF](https://huggingface.co/mradermacher/T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26-GGUF/resolve/main/T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26.Q3_K_M.gguf) | Q3_K_M | 3.6 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26-GGUF/resolve/main/T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26.Q3_K_L.gguf) | Q3_K_L | 3.9 | | +| [GGUF](https://huggingface.co/mradermacher/T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26-GGUF/resolve/main/T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26.IQ4_XS.gguf) | IQ4_XS | 4.0 | | +| [GGUF](https://huggingface.co/mradermacher/T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26-GGUF/resolve/main/T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26.Q4_K_S.gguf) | Q4_K_S | 4.2 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26-GGUF/resolve/main/T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26.Q4_K_M.gguf) | Q4_K_M | 4.5 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26-GGUF/resolve/main/T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26.Q5_K_S.gguf) | Q5_K_S | 5.1 | | +| [GGUF](https://huggingface.co/mradermacher/T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26-GGUF/resolve/main/T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26.Q5_K_M.gguf) | Q5_K_M | 5.2 | | +| [GGUF](https://huggingface.co/mradermacher/T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26-GGUF/resolve/main/T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26.Q6_K.gguf) | Q6_K | 6.0 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26-GGUF/resolve/main/T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26.Q8_0.gguf) | Q8_0 | 7.8 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26-GGUF/resolve/main/T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26.f16.gguf) | f16 | 14.6 | 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/T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26.IQ4_XS.gguf b/T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26.IQ4_XS.gguf new file mode 100644 index 0000000..cd4488b --- /dev/null +++ b/T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8f0c53ed75688f30fb74f0c3f624741f2457f551cee0a000aeff088e09634175 +size 3944389984 diff --git a/T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26.Q2_K.gguf b/T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26.Q2_K.gguf new file mode 100644 index 0000000..f427b2b --- /dev/null +++ b/T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2fa0ed7fbe4e0c8fcf21446f7273f9206816d343057c2f6a4b05fccd78b86799 +size 2719243616 diff --git a/T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26.Q3_K_L.gguf b/T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26.Q3_K_L.gguf new file mode 100644 index 0000000..d3f3a14 --- /dev/null +++ b/T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7bfd755e6fdf182a371a79fa57318d786c837d920d7a6e55f83553eafb6bc149 +size 3822026080 diff --git a/T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26.Q3_K_M.gguf b/T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26.Q3_K_M.gguf new file mode 100644 index 0000000..c556d78 --- /dev/null +++ b/T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:570bdd3e7fabc262caddd9783a6c8c52ab93d8cbeab68a9bcd799ab53118aabf +size 3518987616 diff --git a/T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26.Q3_K_S.gguf b/T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26.Q3_K_S.gguf new file mode 100644 index 0000000..2699eb2 --- /dev/null +++ b/T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:75bfd1a666fde8467217dc06f268959c186cedf687112d114f45a0e9f3cc8938 +size 3164568928 diff --git a/T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26.Q4_K_M.gguf b/T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26.Q4_K_M.gguf new file mode 100644 index 0000000..2bd4cd8 --- /dev/null +++ b/T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:20cf33f8b462007f80a9e5fb7323b649cc6b13ccb7efd930aae2240b14e81d9a +size 4368440672 diff --git a/T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26.Q4_K_S.gguf b/T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26.Q4_K_S.gguf new file mode 100644 index 0000000..be1a927 --- /dev/null +++ b/T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:542d134de76ae16a65595c6a40ab93e55f6e20187e574557f5d71a2d0a4a5ff3 +size 4140375392 diff --git a/T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26.Q5_K_M.gguf b/T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26.Q5_K_M.gguf new file mode 100644 index 0000000..073413e --- /dev/null +++ b/T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9429b305e206ff18a3c5483443c202828846a70e65deb3d765ed123e6eb30190 +size 5131410784 diff --git a/T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26.Q5_K_S.gguf b/T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26.Q5_K_S.gguf new file mode 100644 index 0000000..80e9b70 --- /dev/null +++ b/T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5a89c3fecb149a3555d211152dca0ba9f672e9d84e617a4831c776749b299f8f +size 4997717344 diff --git a/T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26.Q6_K.gguf b/T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26.Q6_K.gguf new file mode 100644 index 0000000..ad1f743 --- /dev/null +++ b/T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4064cdcf379fd6c81bfea2a5d6e4b818d1c4711fd6790cd7ebd38f4d191316e8 +size 5942066528 diff --git a/T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26.Q8_0.gguf b/T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26.Q8_0.gguf new file mode 100644 index 0000000..a899af7 --- /dev/null +++ b/T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4e7c6595b9ce865840a7d73941d4b434aa44c1ad6197737c0faf848335230a07 +size 7695859040 diff --git a/T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26.f16.gguf b/T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26.f16.gguf new file mode 100644 index 0000000..dbb96c9 --- /dev/null +++ b/T3qm7xNeuralsirkrishna_NeuralsirkrishnaExperiment26.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:99b20dee888f8c063468c1da570663f1d9d5c0b8cf7b93e6d18a08b9b9a21242 +size 14484733280