summary_model safetensors download (1.63 GB) | Hugging Bay

Q: What is this model?

ell11/summary_model is an open-weights language model for summarization published by ell11, added to Hugging Bay Sep 25, 2026. Model from Hugging Face for summarization: ell11/summary_model · transformers

Q: Can I use it commercially?

It is released under the mit license. Commercial use is allowed. Permissive open license: commercial use, modification, and redistribution are permitted.

Q: How big is it?

Hosted here: 6 files, 1.63 GB. Full repo upstream: 1.63 GB. The recommended download, model.safetensors, is 1.63 GB.

Q: What can I download here?

Hosted here: 6 files, 1.63 GB. Full repo upstream: 1.63 GB. The original release is at https://huggingface.co/ell11/summary_model.

Q: File pattern scans

Automated file-pattern scans flagged nothing; not a safety guarantee. 6 hosted files carry a published SHA-256 you can re-hash. The machine-readable verdict is at /api/artifacts/hf-model-ell11-summary-model/safety on Hugging Bay.

Q: Will ell11/summary_model run on my computer?

We can’t check the fit; we don’t know your machine. We don’t have your machine’s specs, so no check ran and no verdict is shown. Answer two quick questions and we’ll estimate, from the memory you tell us, whether it fits your machine. Or skip it; you can still download; fit isn’t checked.

ell11

summary_model

ell11/summary_model

Model details

summarizationLicense: mitSHA-256 recorded for 14 of 18 filessafetensors · BIN

Content controls: not assessed.

The catalog lists this model for summarizing text. Catalog sources: license, cardMetadata.license, baseModel, task, cardMetadata.pipelineTag.

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Use it from code

This Python snippet downloads the selected file. Running the model needs its own library and setup.

from urllib.request import urlretrieve

urlretrieve(
    "https://huggingbay.xyz/api/downloads/hf-model-ell11-summary-model/model.safetensors",
    "model.safetensors",
)

Other ways

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6 hosted of 18 listed · Hashes recorded. Date not recorded.

Selected downloadmodel.safetensors1.63 GB · 1 file Download · 1.63 GB (1 file)

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Check your download →

Compare your file’s SHA-256 with the recorded hash.

6 hosted of 18 listed

Hashes recorded. Date not recorded.

File	Size	SHA-256	Source	Download
Weights
`model.safetensors` Default	1.63 GB	`095f0334…2f95b3e4` `095f033424729db36ba99b28ff57c639790bafcdff760c09f55c7cc02f95b3e4`	Hosted	Download
`training_args.bin`	4.73 KB	`eec0db9f…a4071188` `eec0db9fe404c68f89bdb46358fd624f10805cc8fbf6de0fa0a6964aa4071188`	Upstream only	File metadata
Tokenizer & config
`config.json`	1.66 KB	`ce3b66cd…c23d1d6f` `ce3b66cddeba74f514f14ac4b8df641ae45259568b27c80d4dca1d08c23d1d6f`	Hosted	Download
`generation_config.json`	328 bytes	`05c542da…a2d54287` `05c542da5a6285f5173981e88e52574ddecac3f07d12c01cc70d384aa2d54287`	Hosted	Download
`merges.txt`	456.3 KB	—	Upstream only	File metadata
`runs/Jan24_10-45-45_41a462b23778/events.out.tfevents.1706093183.41a462b23778.3708.0`	5.36 KB	`f51fa653…92d5aeab` `f51fa65343bb0d8126a55c909ad37f864df22fea2414e9f191de2e3392d5aeab`	Upstream only	File metadata
`runs/Jan24_11-43-50_95fda9807fbe/events.out.tfevents.1706096662.95fda9807fbe.2753.0`	10.8 KB	`429638b8…9896f1e6` `429638b8807be749fcc6f31a67e3ae8514d95b695b63df8ff7f808599896f1e6`	Upstream only	File metadata
`runs/Jan24_11-43-50_95fda9807fbe/events.out.tfevents.1706099295.95fda9807fbe.2753.1`	5.51 KB	`1b71aada…164e9c78` `1b71aada92213d21c28bca10662565f44268c30773dd431018d46bd5164e9c78`	Upstream only	File metadata
`runs/Jan24_13-27-30_95fda9807fbe/events.out.tfevents.1706102867.95fda9807fbe.2753.2`	5.51 KB	`268e474d…222b113f` `268e474d3ddd90a4067e67a15489c0610eda005c7039e10e75e8c94e222b113f`	Upstream only	File metadata
`runs/Jan24_13-27-30_95fda9807fbe/events.out.tfevents.1706103387.95fda9807fbe.2753.3`	5.51 KB	`d73ce910…cfe9046d` `d73ce9100780bade72f1461bb927d334e69eb2e518e5980db4580e20cfe9046d`	Upstream only	File metadata
`runs/Jan24_13-27-30_95fda9807fbe/events.out.tfevents.1706103674.95fda9807fbe.2753.4`	6.94 KB	`123b66d7…7d2bd633` `123b66d7941584a7eb91c08304f53966f87ecdfe3d9eb08aa3b084407d2bd633`	Upstream only	File metadata
`runs/Jan24_13-27-30_95fda9807fbe/events.out.tfevents.1706104371.95fda9807fbe.2753.5`	553 bytes	`a1c98f4a…45f53214` `a1c98f4a9fa6763f9e23afa2b3c38e792785eba816b2122d33e93eb545f53214`	Upstream only	File metadata
`special_tokens_map.json`	279 bytes	`d5469a60…77b1b535` `d5469a60db23249c7f8945013d78df30b44b6bf686c6bb4740f4223f77b1b535`	Hosted	Download
`tokenizer.json`	2.11 MB	`6bbdae5c…d96f3138` `6bbdae5cebfbdf1bdb2e022e8dbd01a16e63465c85dd8923108dcd0bd96f3138`	Hosted	Download
`tokenizer_config.json`	1.21 KB	`d1718cdd…d54ed6f3` `d1718cdd45c507d38210c41320f2e45f162bbdf1cc42d94d7b11cea4d54ed6f3`	Hosted	Download
`vocab.json`	798.3 KB	—	Upstream only	File metadata
Docs
`.gitattributes`	1.52 KB	—	Upstream only	File metadata
`README.md`	1.91 KB	—	Upstream only	File metadata

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summary_model

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