jina-embeddings-v2-base-code-GGUF download | Hugging Bay

Q: What is this model?

second-state/jina-embeddings-v2-base-code-GGUF is an embedding model for text embeddings published by second-state, added to Hugging Bay Jun 30, 2026. Model from Hugging Face for feature extraction: second-state/jina-embeddings-v2-base-code-GGUF · sentence transformers

Q: Can I use it commercially?

It is released under the apache-2.0 license. Commercial use is allowed. Permissive open license: commercial use, modification, and redistribution are permitted.

Q: How big is it?

Hosted here: 1 file, 109.5 MB. Full repo upstream: 1.68 GB. The recommended download, jina-embeddings-v2-base-code-Q4_K_M.gguf (Q4_K_M), is 109.5 MB.

Q: What can I download here?

Hosted here: 1 file, 109.5 MB. Full repo upstream: 1.68 GB. The original release is at https://huggingface.co/second-state/jina-embeddings-v2-base-code-GGUF.

Q: File pattern scans

Automated file-pattern scans flagged nothing; not a safety guarantee. 1 hosted file carries a published SHA-256 you can re-hash. The machine-readable verdict is at /api/artifacts/hf-model-second-state-jina-embeddings-v2-base-code-gguf/safety on Hugging Bay.

Q: Will second-state/jina-embeddings-v2-base-code-GGUF 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.

second-state

jina-embeddings-v2-base-code-GGUF

Can I run jina-embeddings-v2-base-code-GGUF on my computer?

It depends on your memory, processor, file format and runtime. Hugging Bay offers 1 hosted file; check the file list for the exact selection. A file-size fit is an estimate, not a successful run or speed promise. Read the license before use.

jina-embeddings-v2-base-code-GGUF is an embedding model for text embeddings. Model weights are learned parameters; a runtime loads them. A hosted file is an individual file Hugging Bay can serve. SHA-256 identifies exact file bytes. The availability date above applies to this file record, not the upstream metadata update date.

As of the recorded file availability check on 2026-10-22.

Recorded SHA-256 for jina-embeddings-v2-base-code-Q4_K_M.gguf: cc1b9c936e806c5b3a4fa437903cd538ff9839e948870cb44be49825fe00fee1. Exact file evidence · Machine-readable source facts · Run evidence and any recorded receipts. A checksum fingerprints only the named file bytes; it does not prove safety, quality, a complete multi-file selection or a successful run.

Updated 2026-10-21 · Page-copy source revision 8871bab84e1cf80aea1686a944ec335078a6c036 · Source files: apps/web/lib/model-page-template.mjs, apps/web/lib/model-page-v3.mjs, apps/web/lib/aeo-page.mjs · Full revision record

Model metadata: As of 2026-09-22 at the model source. Popularity counters are source-reported, not measured by Hugging Bay. Availability checked 2026-10-22.

second-state/jina-embeddings-v2-base-code-GGUF

Model details

text embeddingsLicense: apache-2.0SHA-256 recorded for 13 of 16 filesGGUF

Content controls: not assessed.

The catalog lists this model for turning text into vectors. Catalog sources: license, cardMetadata.license, baseModel, cardMetadata.libraryName, modality, task, cardMetadata.pipelineTag.

View as JSON →

Your next step

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-second-state-jina-embeddings-v2-base-code-gguf/jina-embeddings-v2-base-code-Q4_K_M.gguf",
    "jina-embeddings-v2-base-code-Q4_K_M.gguf",
)

Other ways

Run it on your computerOpen in Hugging Bay appSend to a computerMac (Apple silicon) and Linux x86_64 installs are listed on the download page. Windows and Intel Mac are not yet. The app checks this model before you choose to download.

1 hosted of 16 listed · Hashes recorded. Date not recorded.

Selected downloadjina-embeddings-v2-base-code-Q4_K_M.gguf109 MB · 1 file Download · 109 MB (1 file)

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Check your download →

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

1 hosted of 16 listed

Hashes recorded. Date not recorded.

File	Size	SHA-256	Source	Download
Weights
`jina-embeddings-v2-base-code-Q4_K_M.gguf` Default	109.5 MB	`cc1b9c93…fe00fee1` `cc1b9c936e806c5b3a4fa437903cd538ff9839e948870cb44be49825fe00fee1`	Hosted	Download
`jina-embeddings-v2-base-code-Q2_K.gguf`	82.7 MB	`ce478633…07012eda` `ce478633d7c2caec2b3ba1720f8b495473a1334badfea8e02930fdf007012eda`	Upstream only	File metadata
`jina-embeddings-v2-base-code-Q3_K_L.gguf`	100.8 MB	`eef3d2d2…4cb8d3a6` `eef3d2d2c0298d5a3fe4f27264e2818f5860cda042ba508c5b98e5cb4cb8d3a6`	Upstream only	File metadata
`jina-embeddings-v2-base-code-Q3_K_M.gguf`	95.6 MB	`525401b1…890cb7bc` `525401b14ed4e488dce86d1ede254a620652a7c94079f7aed2b106fb890cb7bc`	Upstream only	File metadata
`jina-embeddings-v2-base-code-Q3_K_S.gguf`	89.8 MB	`3bc5ab23…dd9d49f3` `3bc5ab23ed353ca32c56850bd32fc33a9d3f8abd571c17e51f5ee400dd9d49f3`	Upstream only	File metadata
`jina-embeddings-v2-base-code-Q4_0.gguf`	104.9 MB	`60d83303…f7ab2b8f` `60d83303704c8f97fcf98666109f8f4fb30ce67c9f3a1e177ddda781f7ab2b8f`	Upstream only	File metadata
`jina-embeddings-v2-base-code-Q4_K_S.gguf`	105.5 MB	`d6313137…f195110f` `d63131375b716c245e84303823d2a37d01c4ef2dca9dc456923c9b59f195110f`	Upstream only	File metadata
`jina-embeddings-v2-base-code-Q5_0.gguf`	119 MB	`7419ce1e…0bf5fe28` `7419ce1e26007877e1822a20d77db719c2b1de0889d1f6bd70d9d9c60bf5fe28`	Upstream only	File metadata
`jina-embeddings-v2-base-code-Q5_K_M.gguf`	121.4 MB	`4fb1c5f1…61089919` `4fb1c5f15462f12a083e19721c7a43e9eddfe6377dc845fa73bedf2461089919`	Upstream only	File metadata
`jina-embeddings-v2-base-code-Q5_K_S.gguf`	119 MB	`a221a5a4…5511a53c` `a221a5a47f3c13945a8c0b64eccd53ed1a4f8cd75bbabb3e8b241e495511a53c`	Upstream only	File metadata
`jina-embeddings-v2-base-code-Q6_K.gguf`	134.1 MB	`fd684de5…895afdfc` `fd684de5dc9a516edcf2091969016664c8e1c84ada20cfa9eae32353895afdfc`	Upstream only	File metadata
`jina-embeddings-v2-base-code-Q8_0.gguf`	172.9 MB	`3bd1722f…31cb4e7a` `3bd1722f09350209aa3ada93df55882666c58194bfbbbe81c30545d731cb4e7a`	Upstream only	File metadata
`jina-embeddings-v2-base-code-f16.gguf`	323 MB	`ca9829b3…947b65a5` `ca9829b369c715e486e9fdf7ec9bee3f91ad91028d867220bb686732947b65a5`	Upstream only	File metadata
Tokenizer & config
`config.json`	1.22 KB	—	Upstream only	File metadata
Docs
`.gitattributes`	2.51 KB	—	Upstream only	File metadata
`README.md`	4.47 KB	—	Upstream only	File metadata

Check a download

In the folder where you saved jina-embeddings-v2-base-code-Q4_K_M.gguf, run:

macOS

shasum -a 256 -- 'jina-embeddings-v2-base-code-Q4_K_M.gguf'

Linux

sha256sum -- 'jina-embeddings-v2-base-code-Q4_K_M.gguf'

Windows

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jina-embeddings-v2-base-code-GGUF

Can I run jina-embeddings-v2-base-code-GGUF on my computer?

Check a download

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