BCCard

MoAI Embedding 4B

Search / embeddings

This receipt records checks for this exact file; it does not prove safety or that it will run on your device. Read the receipt

Model details
sentence similarity and retrievalLicense: apache-2.0SHA-256 recorded for 15 of 20 filessafetensors
Quick answer: compatibility and sources

Can I run MoAI-Embedding-4B 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.

MoAI-Embedding-4B is an embedding model for sentence similarity and retrieval. 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-00002.safetensors: 23c808755379377146e1ada1b11d8d1b63f0432ac29934569522cfd76936b358. 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 · 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 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-bccard-moai-embedding-4b.
  • Open /artifact/hf-model-bccard-moai-embedding-4b/files for this exact filenames, availability and any recorded SHA-256.
  • Open /evidence/artifacts/hf-model-bccard-moai-embedding-4b for run-readiness evidence tied to that record; absent receipts stay unmeasured.
  • Open /api/artifacts/hf-model-bccard-moai-embedding-4b/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
BCCard/MoAI-Embedding-4B

Content controls: not assessed.

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

Download availability is being checked.

Hashes recorded. Date not recorded.

FileTailleSHA-256SourceTélécharger
Weights
model-00001-of-00002.safetensors4.97 GB
23c80875…6936b35823c808755379377146e1ada1b11d8d1b63f0432ac29934569522cfd76936b358
Download availability is being checked.File metadata
model-00002-of-00002.safetensors3.08 GB
b4f398df…734a0e7ab4f398df87969e9dd02cddfa03bc301831952d853617f685c507edcb734a0e7a
Download availability is being checked.File metadata
Tokenizer & config
1_Pooling/config.json313 bytes—Download availability is being checked.File metadata
added_tokens.json605 bytes
58b54bbe…1968060b58b54bbe36fc752f79a24a271ef66a0a0830054b4dfad94bde757d851968060b
Download availability is being checked.File metadata
chat_template.jinja2.43 KB
44d5f08f…a5437fa544d5f08f3f72b837eaad09f13a54c1f9f4eb58d75240334548b7fd52a5437fa5
Download availability is being checked.File metadata
config.json1.53 KB
2c36521c…8a4f9aab2c36521ca6d4fcfc2a606d00818b0f2b47e1adff0ed8a0eee033ff8e8a4f9aab
Download availability is being checked.File metadata
config_sentence_transformers.json377 bytes
b2c5e230…588409b4b2c5e2307072556d6cc97706065653c4a5186a0a9309784bd7a845bd588409b4
Download availability is being checked.File metadata
figures/evaluation-test-1-1.png311.4 KB
890505cc…fd74bc70890505cc2b4d69e015abeb1445b957333c2c9dd85177238e5f09dd9bfd74bc70
Download availability is being checked.File metadata
figures/evaluation-test-1-2.png281.9 KB
56fc3dac…86ce267256fc3dac669cfd6835ac62c63511972e777b69a365b5e3a1d7f2dc8486ce2672
Download availability is being checked.File metadata
figures/evaluation-train-1-1.png163.5 KB
88a1d946…bfc5441b88a1d946c806a7c8ec19c6986b54cf96176fdffca6dc2df219281238bfc5441b
Download availability is being checked.File metadata
merges.txt1.67 MB—Download availability is being checked.File metadata
model.safetensors.index.json30.5 KB
c7d0c1fe…15621b1cc7d0c1febf35ade36e0692414f09a6455c8df14361fa1b7528ae571515621b1c
Download availability is being checked.File metadata
modules.json349 bytes
84e40c8e…7cf642cf84e40c8e006c9b1d6c122e02cba9b02458120b5fb0c87b746c41e0207cf642cf
Download availability is being checked.File metadata
sentence_bert_config.json58 bytes
6246af57…3f99dd576246af57bc260eb9e65954f7dcd77068017ccb7368e8410e6fab40263f99dd57
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
fc6c7e99…ae1c376bfc6c7e9913a0b4e773a2e04584fbf47b2e00e875d1f5689bd11a166bae1c376b
Download availability is being checked.File metadata
tokenizer_config.json4.88 KB
aeb22205…50d09dfaaeb22205f77d6b90343a24a2e2c16c15d259bcdee4dec7ddbb53f60d50d09dfa
Download availability is being checked.File metadata
vocab.json2.78 MB—Download availability is being checked.File metadata
Docs
.gitattributes1.77 KB—Download availability is being checked.File metadata
README.md10.7 KB—Download availability is being checked.File metadata

Vérifier un téléchargement

In the folder where you saved added_tokens.json, run:

macOS
shasum -a 256 -- 'added_tokens.json'
Linux
sha256sum -- 'added_tokens.json'
Windows
Get-FileHash -LiteralPath 'added_tokens.json' -Algorithm SHA256

Compare the result with the recorded SHA-256.