commit a760387deae2262ba78ce156d4338da573084ece Author: ModelHub XC Date: Thu Aug 20 19:14:20 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/HelpingAI-flash-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..82522af --- /dev/null +++ b/.gitattributes @@ -0,0 +1,50 @@ +*.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 +HelpingAI-flash.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI-flash.f16.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI-flash.IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI-flash.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI-flash.IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI-flash.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI-flash.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI-flash.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI-flash.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI-flash.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI-flash.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI-flash.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI-flash.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI-flash.IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI-flash.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/HelpingAI-flash.IQ3_M.gguf b/HelpingAI-flash.IQ3_M.gguf new file mode 100644 index 0000000..7bfb515 --- /dev/null +++ b/HelpingAI-flash.IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ace0e4f1252659e7290a6b99d2188f2de1ff539ee54b3938ab121df8e1d08d14 +size 1066139744 diff --git a/HelpingAI-flash.IQ3_S.gguf b/HelpingAI-flash.IQ3_S.gguf new file mode 100644 index 0000000..c1f1e71 --- /dev/null +++ b/HelpingAI-flash.IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0253522a15d5c31e362eff2e00dcc192b259d771fec5e746f3e78b5228d99f31 +size 1015569504 diff --git a/HelpingAI-flash.IQ3_XS.gguf b/HelpingAI-flash.IQ3_XS.gguf new file mode 100644 index 0000000..5cdaf98 --- /dev/null +++ b/HelpingAI-flash.IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d9e74ade348f3b71cd8fc9d5cbd4fec70a39ef3bc50e414634a021b9c1223c9a +size 970349664 diff --git a/HelpingAI-flash.IQ4_XS.gguf b/HelpingAI-flash.IQ4_XS.gguf new file mode 100644 index 0000000..a7b8d1c --- /dev/null +++ b/HelpingAI-flash.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5257c1164c75297290a773ccd28671e0ce491efe3701a70ae2212b52a7d3714d +size 1238280960 diff --git a/HelpingAI-flash.Q2_K.gguf b/HelpingAI-flash.Q2_K.gguf new file mode 100644 index 0000000..a9db87e --- /dev/null +++ b/HelpingAI-flash.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ec9daf2f1b5db209538d0d894d3986c8c398b6ecc3291e3fa5be5c9d9b744097 +size 879360448 diff --git a/HelpingAI-flash.Q3_K_L.gguf b/HelpingAI-flash.Q3_K_L.gguf new file mode 100644 index 0000000..60b26ea --- /dev/null +++ b/HelpingAI-flash.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:92609c167b7808db1c3f451fe3191e99b493cdd86c0ec1acb889553d07fe8f6f +size 1214097504 diff --git a/HelpingAI-flash.Q3_K_M.gguf b/HelpingAI-flash.Q3_K_M.gguf new file mode 100644 index 0000000..39c4d1a --- /dev/null +++ b/HelpingAI-flash.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d1f7607fdb63186bec4bced20e9851b7d5781e5f167eb75feb13682c7a48ccde +size 1121691744 diff --git a/HelpingAI-flash.Q3_K_S.gguf b/HelpingAI-flash.Q3_K_S.gguf new file mode 100644 index 0000000..2052a2e --- /dev/null +++ b/HelpingAI-flash.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:461292a1bd26a88c39f4eea7684ad6cb38e91826695d40aa00d86b0775fb993b +size 1015569504 diff --git a/HelpingAI-flash.Q4_K_M.gguf b/HelpingAI-flash.Q4_K_M.gguf new file mode 100644 index 0000000..3ffa1d2 --- /dev/null +++ b/HelpingAI-flash.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:87be4cf677b109ecaf429273e845f98a82210c407162550385a01f67932778ab +size 1377230784 diff --git a/HelpingAI-flash.Q4_K_S.gguf b/HelpingAI-flash.Q4_K_S.gguf new file mode 100644 index 0000000..ff72cef --- /dev/null +++ b/HelpingAI-flash.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:85c6d5e91bd790719474764eda2ce985bfaf0bb508094c2bebd72e40690bd464 +size 1305873344 diff --git a/HelpingAI-flash.Q5_K_M.gguf b/HelpingAI-flash.Q5_K_M.gguf new file mode 100644 index 0000000..bb6ffa5 --- /dev/null +++ b/HelpingAI-flash.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bff5cbfcb871bf9f8529a00625f685a7139e48128f346cbddfaa5d15dc94e514 +size 1601725184 diff --git a/HelpingAI-flash.Q5_K_S.gguf b/HelpingAI-flash.Q5_K_S.gguf new file mode 100644 index 0000000..040711a --- /dev/null +++ b/HelpingAI-flash.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fbcc4382dcb42c0f714b17aef94ca9cfbace703f921b2dd62ec8ac855b422030 +size 1559858944 diff --git a/HelpingAI-flash.Q6_K.gguf b/HelpingAI-flash.Q6_K.gguf new file mode 100644 index 0000000..50c331c --- /dev/null +++ b/HelpingAI-flash.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ac144f00577fdc1d4fd6872915d4174cf43147aadedcdd59e48798efef9d2ba8 +size 1840250496 diff --git a/HelpingAI-flash.Q8_0.gguf b/HelpingAI-flash.Q8_0.gguf new file mode 100644 index 0000000..6503ebe --- /dev/null +++ b/HelpingAI-flash.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c7f2870de6407ee2012f08832cdd3c59528154d630ecade4613b73dd2c0734f2 +size 2382726912 diff --git a/HelpingAI-flash.f16.gguf b/HelpingAI-flash.f16.gguf new file mode 100644 index 0000000..884cdec --- /dev/null +++ b/HelpingAI-flash.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b07e79f3cdc8bf524e2714b808b80666bd591a1b40eb52b8374ccd22a6a031d4 +size 4482635712 diff --git a/README.md b/README.md new file mode 100644 index 0000000..19a7366 --- /dev/null +++ b/README.md @@ -0,0 +1,77 @@ +--- +base_model: OEvortex/HelpingAI-flash +datasets: +- OEvortex/SentimentSynth +- OEvortex/EmotionalIntelligence-10K +language: +- en +library_name: transformers +license: other +license_link: LICENSE.md +license_name: helpingai +quantized_by: mradermacher +tags: +- HelpingAI +- Emotionally Intelligent +- EQ +- flash +--- +## About + + + + + + +static quants of https://huggingface.co/OEvortex/HelpingAI-flash + + +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/HelpingAI-flash-GGUF/resolve/main/HelpingAI-flash.Q2_K.gguf) | Q2_K | 1.0 | | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI-flash-GGUF/resolve/main/HelpingAI-flash.IQ3_XS.gguf) | IQ3_XS | 1.1 | | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI-flash-GGUF/resolve/main/HelpingAI-flash.IQ3_S.gguf) | IQ3_S | 1.1 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI-flash-GGUF/resolve/main/HelpingAI-flash.Q3_K_S.gguf) | Q3_K_S | 1.1 | | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI-flash-GGUF/resolve/main/HelpingAI-flash.IQ3_M.gguf) | IQ3_M | 1.2 | | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI-flash-GGUF/resolve/main/HelpingAI-flash.Q3_K_M.gguf) | Q3_K_M | 1.2 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI-flash-GGUF/resolve/main/HelpingAI-flash.Q3_K_L.gguf) | Q3_K_L | 1.3 | | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI-flash-GGUF/resolve/main/HelpingAI-flash.IQ4_XS.gguf) | IQ4_XS | 1.3 | | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI-flash-GGUF/resolve/main/HelpingAI-flash.Q4_K_S.gguf) | Q4_K_S | 1.4 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI-flash-GGUF/resolve/main/HelpingAI-flash.Q4_K_M.gguf) | Q4_K_M | 1.5 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI-flash-GGUF/resolve/main/HelpingAI-flash.Q5_K_S.gguf) | Q5_K_S | 1.7 | | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI-flash-GGUF/resolve/main/HelpingAI-flash.Q5_K_M.gguf) | Q5_K_M | 1.7 | | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI-flash-GGUF/resolve/main/HelpingAI-flash.Q6_K.gguf) | Q6_K | 1.9 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI-flash-GGUF/resolve/main/HelpingAI-flash.Q8_0.gguf) | Q8_0 | 2.5 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI-flash-GGUF/resolve/main/HelpingAI-flash.f16.gguf) | f16 | 4.6 | 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. + +