commit 9fadaea7aa5448bbed81fc4d26c517d1b95f457d Author: ModelHub XC Date: Sat Jul 11 16:29:12 2026 +0800 初始化项目,由ModelHub XC社区提供模型 Model: mradermacher/OpenELM-450M-Instruct-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..a40250a --- /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 +OpenELM-450M-Instruct.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +OpenELM-450M-Instruct.IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text +OpenELM-450M-Instruct.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +OpenELM-450M-Instruct.f16.gguf filter=lfs diff=lfs merge=lfs -text +OpenELM-450M-Instruct.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +OpenELM-450M-Instruct.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +OpenELM-450M-Instruct.IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +OpenELM-450M-Instruct.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +OpenELM-450M-Instruct.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +OpenELM-450M-Instruct.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +OpenELM-450M-Instruct.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +OpenELM-450M-Instruct.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +OpenELM-450M-Instruct.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +OpenELM-450M-Instruct.IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +OpenELM-450M-Instruct.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/OpenELM-450M-Instruct.IQ3_M.gguf b/OpenELM-450M-Instruct.IQ3_M.gguf new file mode 100644 index 0000000..d6be837 --- /dev/null +++ b/OpenELM-450M-Instruct.IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fc150b4f31d10e9e12c4b0f2c6f4a442cfd0749f1445f9205b3dfc6f34259847 +size 228860448 diff --git a/OpenELM-450M-Instruct.IQ3_S.gguf b/OpenELM-450M-Instruct.IQ3_S.gguf new file mode 100644 index 0000000..e3ab7e0 --- /dev/null +++ b/OpenELM-450M-Instruct.IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ccea2895ebb76f96e1b665b97c0ed4dd999663248f7c3c49e9e5dc2813e18dc6 +size 216613920 diff --git a/OpenELM-450M-Instruct.IQ3_XS.gguf b/OpenELM-450M-Instruct.IQ3_XS.gguf new file mode 100644 index 0000000..7e20831 --- /dev/null +++ b/OpenELM-450M-Instruct.IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6e7260ef3dd557a84acc507daf53819146a7de5255b7a9a66871bbd14223ab0f +size 208245792 diff --git a/OpenELM-450M-Instruct.IQ4_XS.gguf b/OpenELM-450M-Instruct.IQ4_XS.gguf new file mode 100644 index 0000000..645e10f --- /dev/null +++ b/OpenELM-450M-Instruct.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f5a14c0894668727744e3e81f6eb2368dbfed2ffcb05a8ea9c61522abffe8c88 +size 258477600 diff --git a/OpenELM-450M-Instruct.Q2_K.gguf b/OpenELM-450M-Instruct.Q2_K.gguf new file mode 100644 index 0000000..4304717 --- /dev/null +++ b/OpenELM-450M-Instruct.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:82118f50d2b01491e491dcfa5038028b6d3ea77b6a05c9efe72969244a99dc15 +size 189597216 diff --git a/OpenELM-450M-Instruct.Q3_K_L.gguf b/OpenELM-450M-Instruct.Q3_K_L.gguf new file mode 100644 index 0000000..4a54211 --- /dev/null +++ b/OpenELM-450M-Instruct.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bc97c8bbd94dec3a7549ca94c6fb90c49881e8a6db4ccd502ee568bc2f283525 +size 260339232 diff --git a/OpenELM-450M-Instruct.Q3_K_M.gguf b/OpenELM-450M-Instruct.Q3_K_M.gguf new file mode 100644 index 0000000..800f43a --- /dev/null +++ b/OpenELM-450M-Instruct.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:890faf659d34606994095a4d648e043eba34207c1b99c32fb0cca1003a63c00b +size 242742816 diff --git a/OpenELM-450M-Instruct.Q3_K_S.gguf b/OpenELM-450M-Instruct.Q3_K_S.gguf new file mode 100644 index 0000000..aebef1a --- /dev/null +++ b/OpenELM-450M-Instruct.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7e3d6eb5e82418e08d4966e3f6befce8a4fc41b4cc6a2730a70fcf60004958dc +size 216613920 diff --git a/OpenELM-450M-Instruct.Q4_K_M.gguf b/OpenELM-450M-Instruct.Q4_K_M.gguf new file mode 100644 index 0000000..ddf81a5 --- /dev/null +++ b/OpenELM-450M-Instruct.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:606db594c8623ddb10e4ad938e34c6316419252b8c8901ed934b45f3abdb7c2b +size 289467936 diff --git a/OpenELM-450M-Instruct.Q4_K_S.gguf b/OpenELM-450M-Instruct.Q4_K_S.gguf new file mode 100644 index 0000000..d1c6011 --- /dev/null +++ b/OpenELM-450M-Instruct.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:095e3a27d3e75df7d89da78ebba25d94f300e1b72bf7e9b8722ad3ed7b6999cc +size 271140384 diff --git a/OpenELM-450M-Instruct.Q5_K_M.gguf b/OpenELM-450M-Instruct.Q5_K_M.gguf new file mode 100644 index 0000000..4138556 --- /dev/null +++ b/OpenELM-450M-Instruct.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7866db69359d998c9b215222c2adc4e084a8246674d54287588785afbfca38c4 +size 335082528 diff --git a/OpenELM-450M-Instruct.Q5_K_S.gguf b/OpenELM-450M-Instruct.Q5_K_S.gguf new file mode 100644 index 0000000..de34233 --- /dev/null +++ b/OpenELM-450M-Instruct.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4ceca08e04ec3b6549797a7ca408e253316ddc93c107932d2e12eef0b4c7e87b +size 321791520 diff --git a/OpenELM-450M-Instruct.Q6_K.gguf b/OpenELM-450M-Instruct.Q6_K.gguf new file mode 100644 index 0000000..ab9e4ea --- /dev/null +++ b/OpenELM-450M-Instruct.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c1588482918dd88d7233eca8278892f9522fafb5aa7e003b2f557571d906d003 +size 375973920 diff --git a/OpenELM-450M-Instruct.Q8_0.gguf b/OpenELM-450M-Instruct.Q8_0.gguf new file mode 100644 index 0000000..95e4567 --- /dev/null +++ b/OpenELM-450M-Instruct.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f95be6192c6e6fc38f3446167a6785d9e10dd4e19f3864d5976c629ded3b3a20 +size 486681120 diff --git a/OpenELM-450M-Instruct.f16.gguf b/OpenELM-450M-Instruct.f16.gguf new file mode 100644 index 0000000..6599b0f --- /dev/null +++ b/OpenELM-450M-Instruct.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:eec3f078e53b2b28bbebe52cef140efd49b1cabab0212ad8408e6e3a267b1370 +size 915225120 diff --git a/README.md b/README.md new file mode 100644 index 0000000..524ca1a --- /dev/null +++ b/README.md @@ -0,0 +1,69 @@ +--- +base_model: apple/OpenELM-450M-Instruct +language: +- en +library_name: transformers +license: apple-amlr +license_link: LICENSE +license_name: apple-sample-code-license +quantized_by: mradermacher +--- +## About + + + + + + +static quants of https://huggingface.co/apple/OpenELM-450M-Instruct + + +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/OpenELM-450M-Instruct-GGUF/resolve/main/OpenELM-450M-Instruct.Q2_K.gguf) | Q2_K | 0.3 | | +| [GGUF](https://huggingface.co/mradermacher/OpenELM-450M-Instruct-GGUF/resolve/main/OpenELM-450M-Instruct.IQ3_XS.gguf) | IQ3_XS | 0.3 | | +| [GGUF](https://huggingface.co/mradermacher/OpenELM-450M-Instruct-GGUF/resolve/main/OpenELM-450M-Instruct.IQ3_S.gguf) | IQ3_S | 0.3 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/OpenELM-450M-Instruct-GGUF/resolve/main/OpenELM-450M-Instruct.Q3_K_S.gguf) | Q3_K_S | 0.3 | | +| [GGUF](https://huggingface.co/mradermacher/OpenELM-450M-Instruct-GGUF/resolve/main/OpenELM-450M-Instruct.IQ3_M.gguf) | IQ3_M | 0.3 | | +| [GGUF](https://huggingface.co/mradermacher/OpenELM-450M-Instruct-GGUF/resolve/main/OpenELM-450M-Instruct.Q3_K_M.gguf) | Q3_K_M | 0.3 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/OpenELM-450M-Instruct-GGUF/resolve/main/OpenELM-450M-Instruct.IQ4_XS.gguf) | IQ4_XS | 0.4 | | +| [GGUF](https://huggingface.co/mradermacher/OpenELM-450M-Instruct-GGUF/resolve/main/OpenELM-450M-Instruct.Q3_K_L.gguf) | Q3_K_L | 0.4 | | +| [GGUF](https://huggingface.co/mradermacher/OpenELM-450M-Instruct-GGUF/resolve/main/OpenELM-450M-Instruct.Q4_K_S.gguf) | Q4_K_S | 0.4 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/OpenELM-450M-Instruct-GGUF/resolve/main/OpenELM-450M-Instruct.Q4_K_M.gguf) | Q4_K_M | 0.4 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/OpenELM-450M-Instruct-GGUF/resolve/main/OpenELM-450M-Instruct.Q5_K_S.gguf) | Q5_K_S | 0.4 | | +| [GGUF](https://huggingface.co/mradermacher/OpenELM-450M-Instruct-GGUF/resolve/main/OpenELM-450M-Instruct.Q5_K_M.gguf) | Q5_K_M | 0.4 | | +| [GGUF](https://huggingface.co/mradermacher/OpenELM-450M-Instruct-GGUF/resolve/main/OpenELM-450M-Instruct.Q6_K.gguf) | Q6_K | 0.5 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/OpenELM-450M-Instruct-GGUF/resolve/main/OpenELM-450M-Instruct.Q8_0.gguf) | Q8_0 | 0.6 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/OpenELM-450M-Instruct-GGUF/resolve/main/OpenELM-450M-Instruct.f16.gguf) | f16 | 1.0 | 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. + +