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.

FileआकारSHA-256स्रोतडाउनलोड करें
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

डाउनलोड की जाँच करें

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.