mradermacher

KaLM embedding multilingual Mini

Text generation

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
generalLicense: apache-2.0SHA-256 recorded for 12 of 14 filesGGUF
Quick answer: compatibility and sources

Can I run KaLM-embedding-multilingual-mini-instruct-v2.5-GGUF 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-GGUF is an open-weights language model for general. 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 KaLM-embedding-multilingual-mini-instruct-v2.5.Q4_K_M.gguf: cf752c3999f968dc1dc39c3fc2f52c80850bf9106f2530812ab364e8d5597aa8. 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-mradermacher-kalm-embedding-multilingual-mini-instruct-v2-5-gguf.
  • Open /artifact/hf-model-mradermacher-kalm-embedding-multilingual-mini-instruct-v2-5-gguf/files for exact filenames, availability and any recorded SHA-256 for this model.
  • Open /evidence/artifacts/hf-model-mradermacher-kalm-embedding-multilingual-mini-instruct-v2-5-gguf for run-readiness evidence tied to that record; absent receipts stay unmeasured.
  • Open /api/artifacts/hf-model-mradermacher-kalm-embedding-multilingual-mini-instruct-v2-5-gguf/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
mradermacher/KaLM-embedding-multilingual-mini-instruct-v2.5-GGUF

Content controls: not assessed.

The catalog lists this model for ranking text against a query. Catalog sources: license, cardMetadata.license, baseModel, tags.

Download availability is being checked.

Hashes recorded. Date not recorded.

FileSizeSHA-256SourceDownload
Weights
KaLM-embedding-multilingual-mini-instruct-v2.5.Q4_K_M.gguf397.8 MB
cf752c39…d5597aa8cf752c3999f968dc1dc39c3fc2f52c80850bf9106f2530812ab364e8d5597aa8
Download availability is being checked.File metadata
KaLM-embedding-multilingual-mini-instruct-v2.5.IQ4_XS.gguf351.4 MB
0a1ec59e…d8850d4f0a1ec59ee94eb99cdf859d52dd828f48aef30ea3ea52c1b25436a766d8850d4f
Download availability is being checked.File metadata
KaLM-embedding-multilingual-mini-instruct-v2.5.Q2_K.gguf338.6 MB
e688b389…e8b73ebde688b3892ef95556e9bc0c3f0fa2606d4ec1741bda3a4d956ed917d7e8b73ebd
Download availability is being checked.File metadata
KaLM-embedding-multilingual-mini-instruct-v2.5.Q3_K_L.gguf369.4 MB
b2bbe809…923c8513b2bbe80963093434d0cf322cf27db4e9afd9fcbfdc2da14a57dc2743923c8513
Download availability is being checked.File metadata
KaLM-embedding-multilingual-mini-instruct-v2.5.Q3_K_M.gguf355.5 MB
9984ff08…71afe6749984ff080d5942ccc3e18af5b0d9b6776e703a8136c4f8406f9f191171afe674
Download availability is being checked.File metadata
KaLM-embedding-multilingual-mini-instruct-v2.5.Q3_K_S.gguf338.3 MB
5c72dc31…d2943d4c5c72dc315b89f4d1fabcbb2443a2414f5ee115561802ff6ec4bce97ed2943d4c
Download availability is being checked.File metadata
KaLM-embedding-multilingual-mini-instruct-v2.5.Q4_K_S.gguf385.5 MB
df259fc8…fdc5a983df259fc8da4773340316c959b69a2c6ed4cc0bf442e7ccafb5a17037fdc5a983
Download availability is being checked.File metadata
KaLM-embedding-multilingual-mini-instruct-v2.5.Q5_K_M.gguf420.1 MB
209b82d7…871c347a209b82d77ffd22ea8fa91836ea6ce0916c667fa2f5c19f65b6d1002d871c347a
Download availability is being checked.File metadata
KaLM-embedding-multilingual-mini-instruct-v2.5.Q5_K_S.gguf412.7 MB
ff8ad429…c48badfaff8ad429ee83271bb7ff8f8647b00e5252ef7452ed9289f7e83dda9ac48badfa
Download availability is being checked.File metadata
KaLM-embedding-multilingual-mini-instruct-v2.5.Q6_K.gguf505.7 MB
d46c08da…0dd62f26d46c08daa3fbb648b6d755b72585ef8fba6d855f0c34d40120f824730dd62f26
Download availability is being checked.File metadata
KaLM-embedding-multilingual-mini-instruct-v2.5.Q8_0.gguf531.1 MB
7d95a3b4…fbbea9017d95a3b42068a434ffe29b2ff8ee9a1df2bb07fcf8b58628bdc087a8fbbea901
Download availability is being checked.File metadata
KaLM-embedding-multilingual-mini-instruct-v2.5.f16.gguf994.2 MB
6e84dae1…e8cd31116e84dae1eb9f26eec66fab81c511b1b1894e4755a1bf757e01e150a1e8cd3111
Download availability is being checked.File metadata
Docs
.gitattributes2.65 KB—Download availability is being checked.File metadata
README.md4.64 KB—Download availability is being checked.File metadata

Check a download

In the folder where you saved KaLM-embedding-multilingual-mini-instruct-v2.5.Q4_K_M.gguf, run:

macOS
shasum -a 256 -- 'KaLM-embedding-multilingual-mini-instruct-v2.5.Q4_K_M.gguf'
Linux
sha256sum -- 'KaLM-embedding-multilingual-mini-instruct-v2.5.Q4_K_M.gguf'
Windows
Get-FileHash -LiteralPath 'KaLM-embedding-multilingual-mini-instruct-v2.5.Q4_K_M.gguf' -Algorithm SHA256

Compare the result with the recorded SHA-256.