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Two small chat models run in a computer’s browser here; every other model is a file you download.

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KAT-Coder-V2.5-Dev-OptiQ-4bit

Try browser chat with a small demo model (a separate model; device support is checked before loading).

mlx-community/KAT-Coder-V2.5-Dev-OptiQ-4bit
Model details
text generationLicense: apache-2.0SHA-256 recorded for 11 of 15 filessafetensors

Content controls: not assessed.

The catalog lists this model for working with code. Catalog sources: license, cardMetadata.license, baseModel, tags, task, cardMetadata.pipelineTag.

Can I run it?View as JSON →
Quick answer: compatibility and sources

Can I run KAT-Coder-V2.5-Dev-OptiQ-4bit on my computer?

It depends on your memory, processor, file format and runtime. Hugging Bay offers 11 hosted files; check the file list for the exact selection. A file-size fit is an estimate, not a successful run or speed promise. Read the license before use.

KAT-Coder-V2.5-Dev-OptiQ-4bit is an open-weights language model for text generation. 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-00005.safetensors: f0b8ab10f7c280f408086ed9a97ce9adfb147ca484f2e963d3773a508e61f5a4. 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-mlx-community-kat-coder-v2-5-dev-optiq-4bit.
  • Open /artifact/hf-model-mlx-community-kat-coder-v2-5-dev-optiq-4bit/files for this exact filenames, availability and any recorded SHA-256.
  • Open /evidence/artifacts/hf-model-mlx-community-kat-coder-v2-5-dev-optiq-4bit for run-readiness evidence tied to that record; absent receipts stay unmeasured.
  • Open /api/artifacts/hf-model-mlx-community-kat-coder-v2-5-dev-optiq-4bit/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.

11 hosted of 15 listed

Hashes recorded. Date not recorded.

FileआकारSHA-256स्रोतडाउनलोड करें
Weights
model-00001-of-00005.safetensors5.31 GB
f0b8ab10…8e61f5a4f0b8ab10f7c280f408086ed9a97ce9adfb147ca484f2e963d3773a508e61f5a4
Hostedडाउनलोड करें
model-00002-of-00005.safetensors5.37 GB
01b42106…21589cd201b42106ea428c947a34379e81a2f51fcb2454b7e945f4a0f60c785521589cd2
Hostedडाउनलोड करें
model-00003-of-00005.safetensors5.25 GB
ac181b13…1855d32fac181b1330eb97a3550854b957f1a651b61ceda7bdd6ad4c726455311855d32f
Hostedडाउनलोड करें
model-00004-of-00005.safetensors5.18 GB
4e2b8537…1365f93c4e2b85371b711a8227fe314850b7c7d4efad1cd2b610d64facf3747a1365f93c
Hostedडाउनलोड करें
model-00005-of-00005.safetensors828.9 MB
5a55d778…4a2a34ab5a55d7784c46d7e3deaf7fbf1ea4bdfa814f5dae22e40c0379c7c5114a2a34ab
Hostedडाउनलोड करें
Tokenizer & config
chat_template.jinja7.76 KB
e84f32a2…39574259e84f32a23fdda27689f868aa4a1a5621f41133e51a48d7f3efcbea2839574259
Hostedडाउनलोड करें
config.json114.6 KB
c2c5be70…438072dbc2c5be70d6141247b836394a4f6a0b7ffa2860f84155ebbf78a8669b438072db
Hostedडाउनलोड करें
kv_config.json660 bytes—Upstream onlyFile metadata
model.safetensors.index.json187.3 KB
6257a64d…9116306c6257a64d9ca5c68348ff55944f8db6d40856cc3a5d73ff379f80d5849116306c
Hostedडाउनलोड करें
optiq_metadata.json56.2 KB—Upstream onlyFile metadata
tokenizer.json20 MB
06b95093…b6a0e52306b9509352d2af50381ab2247e083b80d32d5c0aba91c272ca9ff729b6a0e523
Hostedडाउनलोड करें
tokenizer_config.json1.16 KB
95c55776…04f9967995c557768e6b88a7128befc7bfd3c7de50e5d51af9b8b33a9f4dee0e04f99679
Hostedडाउनलोड करें
generation_config.json202 bytes
e70c136c…70be550ee70c136c1b78ddc1fb0905bac8e733a4dc448d4f852a5dd75143fffc70be550e
Hostedडाउनलोड करें
Docs
.gitattributes1.57 KB—Upstream onlyFile metadata
README.md1.37 KB—Upstream onlyFile metadata

डाउनलोड की जाँच करें

In the folder where you saved chat_template.jinja, run:

macOS
shasum -a 256 -- 'chat_template.jinja'
Linux
sha256sum -- 'chat_template.jinja'
Windows
Get-FileHash -LiteralPath 'chat_template.jinja' -Algorithm SHA256

Compare the result with the recorded SHA-256.

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