OpenSearch-AI

Ops-MM-embedding-v1-7B

Search / embeddings
What we checked

File: check availability in Files.

Memory: Fit unknown. File size needed to check fit.

Last recorded run: none for this selected file.

License BFiles CRuns F

Recorded checks do not guarantee safety or performance on your computer.

See file checks and sources
Model details
Search documentsLicense label: apache-2.0SHA-256 recorded for 17 of 20 filessafetensors
Quick answer: compatibility and sources

Can I run Ops-MM-embedding-v1-7B on my computer?

It depends on your memory, processor, file format and runtime. A download is not confirmed by the current file evidence; inspect the file record before trying it. A file-size fit is an estimate, not a successful run or speed promise. Read the license before use.

Ops-MM-embedding-v1-7B 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 .

Recorded SHA-256 for model-00001-of-00004.safetensors: 4185606d530d99b1bec0f01060de12fe659e47f2f85fa2a391e3119f7141283a. 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.

Page text updated .

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

Key facts

Catalog record
Summarizes upstream metadata; it is not itself a download or run receipt.
File evidence
Lists exact filenames, availability and any recorded SHA-256 for individual files.
Run evidence
Reports measured results only when a receipt exists for named file bytes and a setup; otherwise unmeasured.
Checksum scope
SHA-256 fingerprints one file’s bytes; it does not prove safety, quality or a multi-file bundle.

Evidence you can inspect (plain text)

  • This page’s quick answer names the file record for hf-model-opensearch-ai-ops-mm-embedding-v1-7b.
  • Open /artifact/hf-model-opensearch-ai-ops-mm-embedding-v1-7b/files for exact filenames, availability and any recorded SHA-256 for this model.
  • Open /evidence/artifacts/hf-model-opensearch-ai-ops-mm-embedding-v1-7b for run-readiness evidence tied to that record; absent receipts stay unmeasured.
  • Open /api/artifacts/hf-model-opensearch-ai-ops-mm-embedding-v1-7b/card.md for machine-readable source facts (not a runtime test).
  • A matching checksum on this page fingerprints only the named bytes shown in file evidence.

Unmeasured states are stated explicitly; this page does not invent run scores or compatibility guarantees.

Which date applies to which fact

  • File availability check:
  • Committed page-copy sources:
  • Upstream model metadata: Dates on artifact records when shown; not implied by page-copy revision
  • Run receipts: Only on /evidence pages when recorded; otherwise unmeasured

Page-copy revision (Updated line above) identifies committed text sources, not upstream model edits or test outcomes.

Requirements and source record
OpenSearch-AI/Ops-MM-embedding-v1-7B

Content controls: not assessed.

The catalog lists this model for finding useful details in data. Catalog sources: license label, model card license, task label, model card task.

Download availability is being checked.

Hashes recorded. Date not recorded.

FileGrößeSHA-256QuelleHerunterladen
Weights
model-00001-of-00004.safetensors4.97 GB
4185606d…7141283a4185606d530d99b1bec0f01060de12fe659e47f2f85fa2a391e3119f7141283a
Download availability is being checked.File metadata
model-00002-of-00004.safetensors4.99 GB
239f228a…9c07fb37239f228a09c8812e92b21d663830f471127dc6718e70ee66a9b3c6199c07fb37
Download availability is being checked.File metadata
model-00003-of-00004.safetensors4.93 GB
e8d8f544…9f3ee3dde8d8f54412ec8ab7d2674226038a15166891a44672612af950cf184c9f3ee3dd
Download availability is being checked.File metadata
model-00004-of-00004.safetensors1.69 GB
b4b6498a…851cff17b4b6498a60113a3998a8a7f8e86a9df5501dd8b0d203d0b557f8a6a6851cff17
Download availability is being checked.File metadata
Tokenizer & config
added_tokens.json392 bytes
7fa54985…1d5d7bd47fa54985b58718a8fdb4f4d97484c4bd908db114847675e4bf3afe3e1d5d7bd4
Download availability is being checked.File metadata
chat_template.json1.05 KB
94174d71…89731fb794174d7176c52a7192f96fc34eb2cf23c7c2059d63cdbfadca1586ba89731fb7
Download availability is being checked.File metadata
config.json1.31 KB
4b1df694…659506094b1df6946630f668a24dafb8079f9700db6b2a168912bd8b79d0aca365950609
Download availability is being checked.File metadata
demo.py1.46 KB-Download availability is being checked.File metadata
generation_config.json215 bytes
8fed4117…94170b388fed41176f915e3074aaddfa8e6eed505d9001f3edd5dd6c6ce2caaa94170b38
Download availability is being checked.File metadata
merges.txt1.67 MB
8831e4f1…08a904d58831e4f1a044471340f7c0a83d7bd71306a5b867e95fd870f74d0c5308a904d5
Download availability is being checked.File metadata
model.safetensors.index.json56.5 KB
cfba9f08…46211b3acfba9f087a2a64f2b3fa6303766f6bccd9b4c4ee109509d220e99f8146211b3a
Download availability is being checked.File metadata
ops_mm_embedding_v1.py11.3 KB-Download availability is being checked.File metadata
preprocessor_config.json572 bytes
29d27c70…170d090d29d27c703e5186231bc2ca07a876738a9f67ef5cb300ea2f72cf4048170d090d
Download availability is being checked.File metadata
score/Ops-MM-embedding-v1-7B.json95.8 KB
90e26ac8…b725e63590e26ac859e96a586f58871f70433f6c2a2e60c9cf0417e7922455cab725e635
Download availability is being checked.File metadata
special_tokens_map.json613 bytes
76862e76…dd3a1ecd76862e765266b85aa9459767e33cbaf13970f327a0e88d1c65846c2ddd3a1ecd
Download availability is being checked.File metadata
tokenizer.json11.4 MB
091aa759…a0e67b8a091aa7594dc2fcfbfa06b9e3c22a5f0562ac14f30375c13af7309407a0e67b8a
Download availability is being checked.File metadata
tokenizer_config.json4.33 KB
2cd4a50d…5f4b4b162cd4a50de05e1e2a916d04cb62522216d5a3af31bec65dbea96806d75f4b4b16
Download availability is being checked.File metadata
vocab.json2.78 MB
ca10d7e9…b1440910ca10d7e9fb3ed18575dd1e277a2579c16d108e32f27439684afa0e10b1440910
Download availability is being checked.File metadata
Docs
.gitattributes1.57 KB-Download availability is being checked.File metadata
README.md5.13 KB
4efb4c65…803ed66d4efb4c65e0c619396f4072e23b9fbd5765876b26b74af00e930bd82b803ed66d
Download availability is being checked.File metadata

Einen Download prüfen

In the folder where you saved README.md, run:

macOS
shasum -a 256 -- 'README.md'
Linux
sha256sum -- 'README.md'
Windows
Get-FileHash -LiteralPath 'README.md' -Algorithm SHA256

Compare the result with the recorded SHA-256.