KaLM-Embedding

KaLM-embedding-multilingual-mini-instruct-v2.5

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-2.0Needs its own code to runSHA-256 recorded for 21 of 23 filessafetensors
Quick answer: compatibility and sources

Can I run KaLM-embedding-multilingual-mini-instruct-v2.5 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.

KaLM-embedding-multilingual-mini-instruct-v2.5 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.safetensors: 375fa304cee0e020c98a96ddff5a28a371891c5ea3f707dc7592e113342fce20. 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-kalm-embedding-kalm-embedding-multilingual-mini-instruct-v2-5.
  • Open /artifact/hf-model-kalm-embedding-kalm-embedding-multilingual-mini-instruct-v2-5/files for exact filenames, availability and any recorded SHA-256 for this model.
  • Open /evidence/artifacts/hf-model-kalm-embedding-kalm-embedding-multilingual-mini-instruct-v2-5 for run-readiness evidence tied to that record; absent receipts stay unmeasured.
  • Open /api/artifacts/hf-model-kalm-embedding-kalm-embedding-multilingual-mini-instruct-v2-5/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
KaLM-Embedding/KaLM-embedding-multilingual-mini-instruct-v2.5

Content controls: not assessed.

The catalog lists this model for ranking text against a query. Catalog sources: license label, model card license, publisher tags, task label, model card task.

Download availability is being checked.

Hashes recorded. Date not recorded.

FileTailleSHA-256SourceTélécharger
Weights
model.safetensors1.98 GB
375fa304…342fce20375fa304cee0e020c98a96ddff5a28a371891c5ea3f707dc7592e113342fce20
Download availability is being checked.File metadata
Tokenizer & config
1_Pooling/config.json296 bytes
381ed8ef…9a8078f1381ed8ef7212dbb5063f51c034a28eadf1551bcfe701d884f03b1e989a8078f1
Download availability is being checked.File metadata
added_tokens.json80 bytes
6a475432…ee54a5006a475432c61f8d6154d10d28c37671a36e5717daf3d15002a988968fee54a500
Download availability is being checked.File metadata
config.json759 bytes
6471bf18…d87308e36471bf1845967beab7a667dbff117f0ab60052941a5916375dff954dd87308e3
Download availability is being checked.File metadata
config_sentence_transformers.json320 bytes
1f202ff9…2ea10b561f202ff9ab18e9f8720961fb99c881313b9263f0d28b1abfd00d33802ea10b56
Download availability is being checked.File metadata
imgs/archi.jpg151.6 KB
f8b5a7b1…354d5081f8b5a7b18fc772a2e5cc9af07ce9c06610c07558f93e380c1a46eb1d354d5081
Download availability is being checked.File metadata
imgs/logo.jpg162.2 KB
1c905216…e86bfb4c1c905216b1982561903f2a63a518eee7fb7f2b358b1d017547575c28e86bfb4c
Download availability is being checked.File metadata
imgs/matry.jpg437.6 KB
e07bb410…3fc1da63e07bb410e73db050aa125c949963fe74aacce9af4ab313670d1f3d333fc1da63
Download availability is being checked.File metadata
imgs/mteb_cmn.jpg440.8 KB
dc76956e…e8df7bdedc76956e630d524929b54cfb92da6b8b5c7833a957619a1616e95bcbe8df7bde
Download availability is being checked.File metadata
imgs/mteb_eng.jpg575.4 KB
7de8ed3b…e6cd57077de8ed3be8f2c0b535231c741b3343e828b9ee9ea9c46e3f670b1a48e6cd5707
Download availability is being checked.File metadata
imgs/ood.jpg385.9 KB
e95c3e2c…b6d7b844e95c3e2ca01955a8661ba4c81700ac8a3648e8105762716fcd47919bb6d7b844
Download availability is being checked.File metadata
imgs/overall.jpg761.8 KB
2ed3fbe8…d2ed045a2ed3fbe80bcbaa1bd8462dd3189bf8e28669530e971253caee1bab41d2ed045a
Download availability is being checked.File metadata
imgs/perf.jpg459.9 KB
63c4a391…f91695f963c4a391249648d7567dc84eddc0fd29e6dd011a0cc71219c9b502abf91695f9
Download availability is being checked.File metadata
merges.txt1.67 MB
8831e4f1…08a904d58831e4f1a044471340f7c0a83d7bd71306a5b867e95fd870f74d0c5308a904d5
Download availability is being checked.File metadata
modeling.py63.5 KB-Download availability is being checked.File metadata
modules.json349 bytes
84e40c8e…7cf642cf84e40c8e006c9b1d6c122e02cba9b02458120b5fb0c87b746c41e0207cf642cf
Download availability is being checked.File metadata
sentence_bert_config.json55 bytes
1140b92d…25169a651140b92d307aec9383d897169c9f489f3a568787b80bf760f5d7cc9d25169a65
Download availability is being checked.File metadata
special_tokens_map.json370 bytes
daf48284…d9fb6af2daf48284de8f4779b1dbf20963a68180002fba2a34a5da72292380c5d9fb6af2
Download availability is being checked.File metadata
tokenizer.json11.4 MB
2f79052d…2fa65a202f79052deba517b0663d877714e117a31a4a6243cddb85fc4443c80a2fa65a20
Download availability is being checked.File metadata
tokenizer_config.json1.49 KB
0d7804e6…9594e1f30d7804e61ef9bf599fda291a489e3acfd8f7822e0952d47d599943d59594e1f3
Download availability is being checked.File metadata
vocab.json2.78 MB
ca10d7e9…b1440910ca10d7e9fb3ed18575dd1e277a2579c16d108e32f27439684afa0e10b1440910
Download availability is being checked.File metadata
Docs
.gitattributes2.04 KB-Download availability is being checked.File metadata
README.md9.71 KB
fe0e1bf2…97656f9ffe0e1bf222945584bbc99ddf84a3c82fa214186d2d2ce0c4a57da60f97656f9f
Download availability is being checked.File metadata

Vérifier un téléchargement

In the folder where you saved model.safetensors, run:

macOS
shasum -a 256 -- 'model.safetensors'
Linux
sha256sum -- 'model.safetensors'
Windows
Get-FileHash -LiteralPath 'model.safetensors' -Algorithm SHA256

Compare the result with the recorded SHA-256.