mradermacher

paraphrase-MiniLM-L12-v2-i1-GGUF

Search / embeddings

Turns text into vectors for search and similarity matching.

On Hugging Bay
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We are checking the files now. The Download box updates when the check finishes.

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
Search documentsLicense label: apache-2.0SHA-256 recorded for 25 of 27 filesGGUF
Quick answer: compatibility and sources

Can I run paraphrase-MiniLM-L12-v2-i1-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.

paraphrase-MiniLM-L12-v2-i1-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 .

Recorded SHA-256 for paraphrase-MiniLM-L12-v2.i1-Q4_K_M.gguf: 434abcff2ecc67928ae193aff2c06b0fc8f1320336972f6700497104bdb969f0. 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-paraphrase-minilm-l12-v2-i1-gguf.
  • Open /artifact/hf-model-mradermacher-paraphrase-minilm-l12-v2-i1-gguf/files for exact filenames, availability and any recorded SHA-256 for this model.
  • Open /evidence/artifacts/hf-model-mradermacher-paraphrase-minilm-l12-v2-i1-gguf for run-readiness evidence tied to that record; absent receipts stay unmeasured.
  • Open /api/artifacts/hf-model-mradermacher-paraphrase-minilm-l12-v2-i1-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/paraphrase-MiniLM-L12-v2-i1-GGUF

Content controls: not assessed.

The catalog lists this model for checking whether two sentences mean similar things. Catalog sources: license, cardMetadata.license, baseModel, tags, task, cardMetadata.pipelineTag.

Download availability is being checked.

Hashes recorded. Date not recorded.

FileGrößeSHA-256QuelleHerunterladen
Weights
paraphrase-MiniLM-L12-v2.i1-Q4_K_M.gguf29.1 MB
434abcff…bdb969f0434abcff2ecc67928ae193aff2c06b0fc8f1320336972f6700497104bdb969f0
Download availability is being checked.File metadata
paraphrase-MiniLM-L12-v2.i1-IQ1_M.gguf23.7 MB
ddfcc15d…feaa4d9dddfcc15d001e2f12756611c4150f91c6c7edc9cdf79570df4af735aefeaa4d9d
Download availability is being checked.File metadata
paraphrase-MiniLM-L12-v2.i1-IQ1_S.gguf23.5 MB
876197d0…9b89db60876197d0d04c7a40ddc6dc4dc0c417635dd0cf2386873ac6366bd7bd9b89db60
Download availability is being checked.File metadata
paraphrase-MiniLM-L12-v2.i1-IQ2_M.gguf24.4 MB
e9007d60…aa3c1b3ae9007d606de2ef47143bf57b80b577ff6f631c6c1581a29cef916834aa3c1b3a
Download availability is being checked.File metadata
paraphrase-MiniLM-L12-v2.i1-IQ2_S.gguf24.2 MB
359d2cde…12395b5a359d2cde8b6ac1bfd3acdc88766994d07aae39cf251293beaab7180d12395b5a
Download availability is being checked.File metadata
paraphrase-MiniLM-L12-v2.i1-IQ2_XS.gguf24.2 MB
bc6ebd3d…d697e3dcbc6ebd3d47b071b6f29d7d29e4bc1187342b14807d215df291114e36d697e3dc
Download availability is being checked.File metadata
paraphrase-MiniLM-L12-v2.i1-IQ2_XXS.gguf24 MB
a82b8813…e47a30b2a82b88139d8b9c1f135c366de43bdc7e7a360ec4d4b6e4946d2f0bd4e47a30b2
Download availability is being checked.File metadata
paraphrase-MiniLM-L12-v2.i1-IQ3_M.gguf25.6 MB
361a8a23…2794f164361a8a233ab2df0a07af4d46d4fe2c21a0a3b288d34bbf49ee08bcd72794f164
Download availability is being checked.File metadata
paraphrase-MiniLM-L12-v2.i1-IQ3_S.gguf25.1 MB
2851251f…14ef0b462851251fa487b127a5405b24a3ee48902905701b1e26b534f37aff4a14ef0b46
Download availability is being checked.File metadata
paraphrase-MiniLM-L12-v2.i1-IQ3_XS.gguf25.1 MB
100114fa…8cab4620100114faf34f801b9edeb2e529d74c941092709dcc194f2a6032faee8cab4620
Download availability is being checked.File metadata
paraphrase-MiniLM-L12-v2.i1-IQ3_XXS.gguf24.8 MB
6cfd3942…bc2f6dc86cfd3942198548eed3b2a67089f1555176d5f0cc1138680998762da6bc2f6dc8
Download availability is being checked.File metadata
paraphrase-MiniLM-L12-v2.i1-IQ4_NL.gguf26.1 MB
a4d00cc4…aee23a1ea4d00cc492e5ad4c7b2bafad623c90c46c78b06f65fe8f1ab8f90a11aee23a1e
Download availability is being checked.File metadata
paraphrase-MiniLM-L12-v2.i1-IQ4_XS.gguf25.8 MB
5c58e0fd…9f223edd5c58e0fdbb8b195988e569533eb61e2b1d876d51cd1f13e55c85c39f9f223edd
Download availability is being checked.File metadata
paraphrase-MiniLM-L12-v2.i1-Q2_K.gguf25.1 MB
676cb026…fdbd2cf3676cb026ed1e15763c4fc8abd6ca6409801d71c8c67342e86984a3ecfdbd2cf3
Download availability is being checked.File metadata
paraphrase-MiniLM-L12-v2.i1-Q2_K_S.gguf24.5 MB
a4933795…94cd6c68a49337951745073289720604a3e3619e0805e224a931491b19cfee4894cd6c68
Download availability is being checked.File metadata
paraphrase-MiniLM-L12-v2.i1-Q3_K_L.gguf27.6 MB
cddb4d96…6acb846fcddb4d969ddc8c375c9a8b309ddca14a81cf4d9439b12b24fce663a06acb846f
Download availability is being checked.File metadata
paraphrase-MiniLM-L12-v2.i1-Q3_K_M.gguf26.5 MB
1b7eedbe…951d9d6e1b7eedbecf4839961c0145871d78f6c03bd77198c55d4ade2a1b052d951d9d6e
Download availability is being checked.File metadata
paraphrase-MiniLM-L12-v2.i1-Q3_K_S.gguf25.1 MB
dc0c2ebc…13f38c8adc0c2ebc28181664021fb13d33bdc2a0a1d08d2b12e4629b1857b34a13f38c8a
Download availability is being checked.File metadata
paraphrase-MiniLM-L12-v2.i1-Q4_0.gguf26.1 MB
037891ca…3743a5e7037891ca5de457db2c0719f4d6b6e8474943923718447df459e184cc3743a5e7
Download availability is being checked.File metadata
paraphrase-MiniLM-L12-v2.i1-Q4_1.gguf27.4 MB
e309f612…cca704dde309f612eac62af751e831e4e2c5b2e00d7decd129b6ee9b091a943bcca704dd
Download availability is being checked.File metadata
paraphrase-MiniLM-L12-v2.i1-Q4_K_S.gguf27.9 MB
051de8c3…0bc140b5051de8c33b35499e616c2196ecb2c6b308b818adc7a174608b6cf5880bc140b5
Download availability is being checked.File metadata
paraphrase-MiniLM-L12-v2.i1-Q5_K_M.gguf30.4 MB
c7f7d085…a7ea8679c7f7d0857b417cbcf7c5164086e544b06a9728910d453df9e32a7adaa7ea8679
Download availability is being checked.File metadata
paraphrase-MiniLM-L12-v2.i1-Q5_K_S.gguf29.6 MB
72a01c31…a0c63c1372a01c31f9d77b94bda554a0b8fde4d9325fc41c50a155603e855ae0a0c63c13
Download availability is being checked.File metadata
paraphrase-MiniLM-L12-v2.i1-Q6_K.gguf35 MB
46a333d1…704292c846a333d11b682306f192b7c28ca7c8f1a46dd5b788235ccfc89d4323704292c8
Download availability is being checked.File metadata
Tokenizer & config
imatrix.dat168.3 KB
fba83c88…c339398cfba83c88388374192a65dd377787b3d2fb1e849d354d2ecc6f576788c339398c
Download availability is being checked.File metadata
Docs
.gitattributes3.38 KB—Download availability is being checked.File metadata
README.md6.06 KB—Download availability is being checked.File metadata

Einen Download prüfen

In the folder where you saved paraphrase-MiniLM-L12-v2.i1-Q4_K_M.gguf, run:

macOS
shasum -a 256 -- 'paraphrase-MiniLM-L12-v2.i1-Q4_K_M.gguf'
Linux
sha256sum -- 'paraphrase-MiniLM-L12-v2.i1-Q4_K_M.gguf'
Windows
Get-FileHash -LiteralPath 'paraphrase-MiniLM-L12-v2.i1-Q4_K_M.gguf' -Algorithm SHA256

Compare the result with the recorded SHA-256.