commit 3387349c13a4871d71d0865f86c2454dc56733fe Author: ModelHub XC Date: Sun Jul 5 17:30:17 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/SpydazWeb_AI_HumanAI_011_INSTRUCT_MX-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..3879a13 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,48 @@ +*.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 +SpydazWeb_AI_HumanAI_011_INSTRUCT_MX.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +SpydazWeb_AI_HumanAI_011_INSTRUCT_MX.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +SpydazWeb_AI_HumanAI_011_INSTRUCT_MX.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +SpydazWeb_AI_HumanAI_011_INSTRUCT_MX.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +SpydazWeb_AI_HumanAI_011_INSTRUCT_MX.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +SpydazWeb_AI_HumanAI_011_INSTRUCT_MX.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +SpydazWeb_AI_HumanAI_011_INSTRUCT_MX.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +SpydazWeb_AI_HumanAI_011_INSTRUCT_MX.f16.gguf filter=lfs diff=lfs merge=lfs -text +SpydazWeb_AI_HumanAI_011_INSTRUCT_MX.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +SpydazWeb_AI_HumanAI_011_INSTRUCT_MX.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +SpydazWeb_AI_HumanAI_011_INSTRUCT_MX.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +SpydazWeb_AI_HumanAI_011_INSTRUCT_MX.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +SpydazWeb_AI_HumanAI_011_INSTRUCT_MX.Q4_0_4_4.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..6fd12d0 --- /dev/null +++ b/README.md @@ -0,0 +1,71 @@ +--- +base_model: LeroyDyer/SpydazWeb_AI_HumanAI_012_INSTRUCT_MX +language: +- en +library_name: transformers +license: apache-2.0 +quantized_by: mradermacher +tags: +- text-generation-inference +- transformers +- unsloth +- mistral +- trl +--- +## About + + + + + + +static quants of https://huggingface.co/LeroyDyer/SpydazWeb_AI_HumanAI_012_INSTRUCT_MX + + +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/SpydazWeb_AI_HumanAI_011_INSTRUCT_MX-GGUF/resolve/main/SpydazWeb_AI_HumanAI_011_INSTRUCT_MX.Q2_K.gguf) | Q2_K | 2.8 | | +| [GGUF](https://huggingface.co/mradermacher/SpydazWeb_AI_HumanAI_011_INSTRUCT_MX-GGUF/resolve/main/SpydazWeb_AI_HumanAI_011_INSTRUCT_MX.Q3_K_S.gguf) | Q3_K_S | 3.3 | | +| [GGUF](https://huggingface.co/mradermacher/SpydazWeb_AI_HumanAI_011_INSTRUCT_MX-GGUF/resolve/main/SpydazWeb_AI_HumanAI_011_INSTRUCT_MX.Q3_K_M.gguf) | Q3_K_M | 3.6 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/SpydazWeb_AI_HumanAI_011_INSTRUCT_MX-GGUF/resolve/main/SpydazWeb_AI_HumanAI_011_INSTRUCT_MX.Q3_K_L.gguf) | Q3_K_L | 3.9 | | +| [GGUF](https://huggingface.co/mradermacher/SpydazWeb_AI_HumanAI_011_INSTRUCT_MX-GGUF/resolve/main/SpydazWeb_AI_HumanAI_011_INSTRUCT_MX.IQ4_XS.gguf) | IQ4_XS | 4.0 | | +| [GGUF](https://huggingface.co/mradermacher/SpydazWeb_AI_HumanAI_011_INSTRUCT_MX-GGUF/resolve/main/SpydazWeb_AI_HumanAI_011_INSTRUCT_MX.Q4_0_4_4.gguf) | Q4_0_4_4 | 4.2 | fast on arm, low quality | +| [GGUF](https://huggingface.co/mradermacher/SpydazWeb_AI_HumanAI_011_INSTRUCT_MX-GGUF/resolve/main/SpydazWeb_AI_HumanAI_011_INSTRUCT_MX.Q4_K_S.gguf) | Q4_K_S | 4.2 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/SpydazWeb_AI_HumanAI_011_INSTRUCT_MX-GGUF/resolve/main/SpydazWeb_AI_HumanAI_011_INSTRUCT_MX.Q4_K_M.gguf) | Q4_K_M | 4.5 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/SpydazWeb_AI_HumanAI_011_INSTRUCT_MX-GGUF/resolve/main/SpydazWeb_AI_HumanAI_011_INSTRUCT_MX.Q5_K_S.gguf) | Q5_K_S | 5.1 | | +| [GGUF](https://huggingface.co/mradermacher/SpydazWeb_AI_HumanAI_011_INSTRUCT_MX-GGUF/resolve/main/SpydazWeb_AI_HumanAI_011_INSTRUCT_MX.Q5_K_M.gguf) | Q5_K_M | 5.2 | | +| [GGUF](https://huggingface.co/mradermacher/SpydazWeb_AI_HumanAI_011_INSTRUCT_MX-GGUF/resolve/main/SpydazWeb_AI_HumanAI_011_INSTRUCT_MX.Q6_K.gguf) | Q6_K | 6.0 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/SpydazWeb_AI_HumanAI_011_INSTRUCT_MX-GGUF/resolve/main/SpydazWeb_AI_HumanAI_011_INSTRUCT_MX.Q8_0.gguf) | Q8_0 | 7.8 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/SpydazWeb_AI_HumanAI_011_INSTRUCT_MX-GGUF/resolve/main/SpydazWeb_AI_HumanAI_011_INSTRUCT_MX.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/SpydazWeb_AI_HumanAI_011_INSTRUCT_MX.IQ4_XS.gguf b/SpydazWeb_AI_HumanAI_011_INSTRUCT_MX.IQ4_XS.gguf new file mode 100644 index 0000000..2029b73 --- /dev/null +++ b/SpydazWeb_AI_HumanAI_011_INSTRUCT_MX.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e52f2d81161ecd3e025379329f0a2babd6b023bb1c20a3d95d5e7ef1041ffefd +size 3944389440 diff --git a/SpydazWeb_AI_HumanAI_011_INSTRUCT_MX.Q2_K.gguf b/SpydazWeb_AI_HumanAI_011_INSTRUCT_MX.Q2_K.gguf new file mode 100644 index 0000000..e025a86 --- /dev/null +++ b/SpydazWeb_AI_HumanAI_011_INSTRUCT_MX.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8773c1ff09bf020497801aed3b8aacb2c2ffaa960fc2883fb90cbae203f722c9 +size 2719243072 diff --git a/SpydazWeb_AI_HumanAI_011_INSTRUCT_MX.Q3_K_L.gguf b/SpydazWeb_AI_HumanAI_011_INSTRUCT_MX.Q3_K_L.gguf new file mode 100644 index 0000000..3c6db66 --- /dev/null +++ b/SpydazWeb_AI_HumanAI_011_INSTRUCT_MX.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8f5dc19832f7f24b8f9d0450ae90eaf31c4795c4601130a5f434a425600a5420 +size 3822025536 diff --git a/SpydazWeb_AI_HumanAI_011_INSTRUCT_MX.Q3_K_M.gguf b/SpydazWeb_AI_HumanAI_011_INSTRUCT_MX.Q3_K_M.gguf new file mode 100644 index 0000000..cdedd4e --- /dev/null +++ b/SpydazWeb_AI_HumanAI_011_INSTRUCT_MX.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:64deb1332b9a673ffd5ae2f5a181d7c680d109e0e91a3ef1ce10f0ab68c70b89 +size 3518987072 diff --git a/SpydazWeb_AI_HumanAI_011_INSTRUCT_MX.Q3_K_S.gguf b/SpydazWeb_AI_HumanAI_011_INSTRUCT_MX.Q3_K_S.gguf new file mode 100644 index 0000000..7de75af --- /dev/null +++ b/SpydazWeb_AI_HumanAI_011_INSTRUCT_MX.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dde1732de60d5220d0066a5eb363643ef3f33fbc434dfa5708ec3e5fd7f9bd1b +size 3164568384 diff --git a/SpydazWeb_AI_HumanAI_011_INSTRUCT_MX.Q4_0_4_4.gguf b/SpydazWeb_AI_HumanAI_011_INSTRUCT_MX.Q4_0_4_4.gguf new file mode 100644 index 0000000..8d0f5e0 --- /dev/null +++ b/SpydazWeb_AI_HumanAI_011_INSTRUCT_MX.Q4_0_4_4.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:15c4f1bda4d23f93bfaa575f40e3fb86ffb23c9e4a95a0f7a58db387562b11f4 +size 4108917568 diff --git a/SpydazWeb_AI_HumanAI_011_INSTRUCT_MX.Q4_K_M.gguf b/SpydazWeb_AI_HumanAI_011_INSTRUCT_MX.Q4_K_M.gguf new file mode 100644 index 0000000..b292c2a --- /dev/null +++ b/SpydazWeb_AI_HumanAI_011_INSTRUCT_MX.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c58fdda388c109b2cc40837cd72fe7691ebd6853eba7c6ca3e850676cf319c92 +size 4368440128 diff --git a/SpydazWeb_AI_HumanAI_011_INSTRUCT_MX.Q4_K_S.gguf b/SpydazWeb_AI_HumanAI_011_INSTRUCT_MX.Q4_K_S.gguf new file mode 100644 index 0000000..2fac885 --- /dev/null +++ b/SpydazWeb_AI_HumanAI_011_INSTRUCT_MX.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:124c96c2b39135a4c3cf4b72157a34a23ac0a2e12f3b6892aaf39db8e99ab01b +size 4140374848 diff --git a/SpydazWeb_AI_HumanAI_011_INSTRUCT_MX.Q5_K_M.gguf b/SpydazWeb_AI_HumanAI_011_INSTRUCT_MX.Q5_K_M.gguf new file mode 100644 index 0000000..ee16c12 --- /dev/null +++ b/SpydazWeb_AI_HumanAI_011_INSTRUCT_MX.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:498affb9dbec5eba9c29a65b7387f372b4d1c8f6af75848cf48ce3ddbc747bfe +size 5131410240 diff --git a/SpydazWeb_AI_HumanAI_011_INSTRUCT_MX.Q5_K_S.gguf b/SpydazWeb_AI_HumanAI_011_INSTRUCT_MX.Q5_K_S.gguf new file mode 100644 index 0000000..7e207d0 --- /dev/null +++ b/SpydazWeb_AI_HumanAI_011_INSTRUCT_MX.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:938c15a989a17c8ba5d35cd61d8f82b96c2a230f5be730153c1f1e0f85b9f5cf +size 4997716800 diff --git a/SpydazWeb_AI_HumanAI_011_INSTRUCT_MX.Q6_K.gguf b/SpydazWeb_AI_HumanAI_011_INSTRUCT_MX.Q6_K.gguf new file mode 100644 index 0000000..3a16f2e --- /dev/null +++ b/SpydazWeb_AI_HumanAI_011_INSTRUCT_MX.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f5e6454c87da95204c7643cfd2079771163aed3a7d282c732e7f887e4f4bc961 +size 5942065984 diff --git a/SpydazWeb_AI_HumanAI_011_INSTRUCT_MX.Q8_0.gguf b/SpydazWeb_AI_HumanAI_011_INSTRUCT_MX.Q8_0.gguf new file mode 100644 index 0000000..6abfbfe --- /dev/null +++ b/SpydazWeb_AI_HumanAI_011_INSTRUCT_MX.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c800fff20f89d12101a82111e2e41ec5837e89bc701ac45717cf2def7e3e72d8 +size 7695858496 diff --git a/SpydazWeb_AI_HumanAI_011_INSTRUCT_MX.f16.gguf b/SpydazWeb_AI_HumanAI_011_INSTRUCT_MX.f16.gguf new file mode 100644 index 0000000..cde5e8a --- /dev/null +++ b/SpydazWeb_AI_HumanAI_011_INSTRUCT_MX.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:40b033388499b65f193f2b66b6cde638692fb1f623cfc55d2ee8cf11aa356cf3 +size 14484732736