mradermacher

Qwen3-Esper3-Reasoning-Instruct-6B-Brainstorm20x-Enhanced-E32-128k-ctx-GGUF

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Model details
GeneralLicense label: apache-2.0SHA-256 recorded for 12 of 14 filesGGUF
Quick answer: compatibility and sources

Can I run Qwen3-Esper3-Reasoning-Instruct-6B-Brainstorm20x-Enhanced-E32-128k-ctx-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.

Qwen3-Esper3-Reasoning-Instruct-6B-Brainstorm20x-Enhanced-E32-128k-ctx-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 Qwen3-Esper3-Reasoning-Instruct-6B-Brainstorm20x-Enhanced-E32-128k-ctx.Q4_K_M.gguf: de1cf107d9e82f00caa95b12415b366b4c773f74787759b06a268bc83305c334. 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-qwen3-esper3-reasoning-instruct-6b-brainstorm20x-enhanced-e32-128k-ctx-gguf.
  • Open /artifact/hf-model-mradermacher-qwen3-esper3-reasoning-instruct-6b-brainstorm20x-enhanced-e32-128k-ctx-gguf/files for exact filenames, availability and any recorded SHA-256 for this model.
  • Open /evidence/artifacts/hf-model-mradermacher-qwen3-esper3-reasoning-instruct-6b-brainstorm20x-enhanced-e32-128k-ctx-gguf for run-readiness evidence tied to that record; absent receipts stay unmeasured.
  • Open /api/artifacts/hf-model-mradermacher-qwen3-esper3-reasoning-instruct-6b-brainstorm20x-enhanced-e32-128k-ctx-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/Qwen3-Esper3-Reasoning-Instruct-6B-Brainstorm20x-Enhanced-E32-128k-ctx-GGUF

Content controls: not assessed.

The catalog lists this model for generating code. Catalog sources: license, cardMetadata.license, baseModel, tags.

Download availability is being checked.

Hashes recorded. Date not recorded.

FileSizeSHA-256SourceDownload
Weights
Qwen3-Esper3-Reasoning-Instruct-6B-Brainstorm20x-Enhanced-E32-128k-ctx.Q4_K_M.gguf3.64 GB
de1cf107…3305c334de1cf107d9e82f00caa95b12415b366b4c773f74787759b06a268bc83305c334
Download availability is being checked.File metadata
Qwen3-Esper3-Reasoning-Instruct-6B-Brainstorm20x-Enhanced-E32-128k-ctx.IQ4_XS.gguf3.32 GB
52575e8b…0a23b7da52575e8b38787e41211a7888e153d0b5e8296f69b5622fa64fba013e0a23b7da
Download availability is being checked.File metadata
Qwen3-Esper3-Reasoning-Instruct-6B-Brainstorm20x-Enhanced-E32-128k-ctx.Q2_K.gguf2.38 GB
15659002…8fb83acc15659002d2da42a0c0fd9c953277bc1ed8cd12abfecbb9364626ef008fb83acc
Download availability is being checked.File metadata
Qwen3-Esper3-Reasoning-Instruct-6B-Brainstorm20x-Enhanced-E32-128k-ctx.Q3_K_L.gguf3.25 GB
0120191a…434c50b60120191a2732a6d1050291e1f817ee05e981514211bfa57733a51d6b434c50b6
Download availability is being checked.File metadata
Qwen3-Esper3-Reasoning-Instruct-6B-Brainstorm20x-Enhanced-E32-128k-ctx.Q3_K_M.gguf3 GB
b7530ede…4f2d6b97b7530ede8d02b4a770018e3bd900696b05f88e3f2601833a867b743c4f2d6b97
Download availability is being checked.File metadata
Qwen3-Esper3-Reasoning-Instruct-6B-Brainstorm20x-Enhanced-E32-128k-ctx.Q3_K_S.gguf2.71 GB
b42e18ce…a459afe7b42e18ce6babee0a25ea86ced37e411a8df2f5839b45decf55edc545a459afe7
Download availability is being checked.File metadata
Qwen3-Esper3-Reasoning-Instruct-6B-Brainstorm20x-Enhanced-E32-128k-ctx.Q4_K_S.gguf3.47 GB
f492d484…16b3e541f492d48450b8c40acf89bfdb2e0fd00f0c9b7b1706c08140963f599f16b3e541
Download availability is being checked.File metadata
Qwen3-Esper3-Reasoning-Instruct-6B-Brainstorm20x-Enhanced-E32-128k-ctx.Q5_K_M.gguf4.24 GB
1aa210d8…9b72b18c1aa210d8c76a2a24fc2b7a170be38254f2694afde7813a6ecf8ca34a9b72b18c
Download availability is being checked.File metadata
Qwen3-Esper3-Reasoning-Instruct-6B-Brainstorm20x-Enhanced-E32-128k-ctx.Q5_K_S.gguf4.14 GB
0f8cefda…e0ff086e0f8cefda21ea89e821c06cac1e9d8f98b66deb45ec114084c3fa2124e0ff086e
Download availability is being checked.File metadata
Qwen3-Esper3-Reasoning-Instruct-6B-Brainstorm20x-Enhanced-E32-128k-ctx.Q6_K.gguf4.88 GB
83428ac2…f0c6eba083428ac2cd899a9ba329cbf04f2f68915acc6417a885951524be89c6f0c6eba0
Download availability is being checked.File metadata
Qwen3-Esper3-Reasoning-Instruct-6B-Brainstorm20x-Enhanced-E32-128k-ctx.Q8_0.gguf6.32 GB
c875f929…d2396102c875f9297832fe9a64ebead2ca652c024ed99cfc1ed07a48544e8b47d2396102
Download availability is being checked.File metadata
Qwen3-Esper3-Reasoning-Instruct-6B-Brainstorm20x-Enhanced-E32-128k-ctx.f16.gguf11.9 GB
7fac245c…2cf9af457fac245c73ef3c4e24ba48c9a36aed8524901e464f86c6e891e381bf2cf9af45
Download availability is being checked.File metadata
Docs
.gitattributes2.94 KB—Download availability is being checked.File metadata
README.md5.49 KB—Download availability is being checked.File metadata

Check a download

In the folder where you saved Qwen3-Esper3-Reasoning-Instruct-6B-Brainstorm20x-Enhanced-E32-128k-ctx.Q4_K_M.gguf, run:

macOS
shasum -a 256 -- 'Qwen3-Esper3-Reasoning-Instruct-6B-Brainstorm20x-Enhanced-E32-128k-ctx.Q4_K_M.gguf'
Linux
sha256sum -- 'Qwen3-Esper3-Reasoning-Instruct-6B-Brainstorm20x-Enhanced-E32-128k-ctx.Q4_K_M.gguf'
Windows
Get-FileHash -LiteralPath 'Qwen3-Esper3-Reasoning-Instruct-6B-Brainstorm20x-Enhanced-E32-128k-ctx.Q4_K_M.gguf' -Algorithm SHA256

Compare the result with the recorded SHA-256.