alt.freeweights.glm / GLM-5.3-Flash-GGUF
From: unsloth <huggingface.co/unsloth>Newsgroups: alt.freeweights.glmSubject:

GLM-5.3-Flash-GGUF

Date: 2026-11-14Commit: a38483cSigned: 2DC28CC7B26A283B ✓

Text generation model. Gguf weights, 2.55 TB in all. Published by unsloth under MIT.

glm2.55TBGLM-5.3-Flash-GGUFggufpermissive
FactsParamsnot statedSize2.55 TBFormatsggufTasktext generationLicenseMITFrom sourcepermissive
$ fw get unsloth/GLM-5.3-Flash-GGUF
# manifest sha256 3d8cafb0246c… · 2.55 TB · 87 files
$ fw verify ./GLM-5.3-Flash-GGUF unsloth/GLM-5.3-Flash-GGUF
From sourceunsloth/GLM-5.3-Flash-GGUFLast check: 2026-11-14 06:28 UTC

Overview

Size
2.55 TB
Weights
93.1 GB (smallest of 12 GGUF variants)
Parameters
not stated
Formats
gguf
Task
text generation
License
MIT (permissive)
Files
87, each with a sha256
Publisher
unsloth
Added
2026-11-14
Section
alt.freeweights.glm
Lineage

Original release from the publisher.

Base model: zai-org/GLM-5.3-Flash

Where these bytes come from
Publisher at the pinned commit→You

Sources are tried in order. A file counts only when its size and sha256 match the manifest. Sources are checked when you ask for them, not on a timer.

Sources
BadgeHostLast checkResult
From sourcehuggingface.co2026-11-14 06:28 UTCpassed

Files

87 files · 2.55 TBWeights 93.1 GB (smallest of 12 GGUF variants). Sizes and sha256 from the signed manifest.
Show all 87 files with their sha256
FileSizesha256
.gitattributes9.48 KB160e942a8bb16d36c1cd8e2178566fe335d7c7985c6c2d0fe72238b91da7c328
BF16/GLM-5.3-Flash-BF16-00001-of-00014.gguf9.43 MB95a1129a1a92d08b9fdd6d19cb5967bbe8c78f6d4a8bcf806970a18716b0d6ce
BF16/GLM-5.3-Flash-BF16-00002-of-00014.gguf48.2 GB9cc585be519911723528aee146812057663d062eac6d7bae6e06cdaec6e989aa
BF16/GLM-5.3-Flash-BF16-00003-of-00014.gguf49.3 GB2e2042b9ced18a23ea1debba8d77a16f654459260aa979911750e5ac069cf002
BF16/GLM-5.3-Flash-BF16-00004-of-00014.gguf49.3 GB9ee483074b94e2a2a36205f01bb681a0537c7a44baf52e6fba32ec82e3fe1ac8
BF16/GLM-5.3-Flash-BF16-00005-of-00014.gguf50.0 GBdf779fcbd5c7e58dfdda6769c60a9bf86fd038b290d19df1841e7138c30a5831
BF16/GLM-5.3-Flash-BF16-00006-of-00014.gguf49.5 GB06c35b31c602a1f1f113cd009a139570972b7a2143aff5aef27247a8a9242a34
BF16/GLM-5.3-Flash-BF16-00007-of-00014.gguf49.3 GB48d497ce1bbb5f72967d2e560528e79d72db60c34b57194bfc711ae9b6ceb4b0
BF16/GLM-5.3-Flash-BF16-00008-of-00014.gguf49.6 GB219e96d774f81042dfdc9a1742b43fe0f6ce888d2db1cda1c2f8950f81921815
BF16/GLM-5.3-Flash-BF16-00009-of-00014.gguf49.3 GB01deeaa4f6cdbdfa3be4aa414dff46a001956ef2fd027d22e0ae8c31ed500962
BF16/GLM-5.3-Flash-BF16-00010-of-00014.gguf49.3 GB8ae81821be0cdec5ae7fe952fdade3617a6e476eda47c013fa6dc66d7b514868
BF16/GLM-5.3-Flash-BF16-00011-of-00014.gguf49.6 GBbae93e277539b6a2f8fae2bedfe45e943d51eec3a8533203203f6359ed829ec8
BF16/GLM-5.3-Flash-BF16-00012-of-00014.gguf49.3 GB4d3cb10c7daa4be17ed9ecc866bb0ff482f210de6061f67193e9a1acd5410f94
BF16/GLM-5.3-Flash-BF16-00013-of-00014.gguf49.4 GBfbf5c3a84f5eda926235e9aca02873d555e1eefee4a8eacdd92c18179211012d
BF16/GLM-5.3-Flash-BF16-00014-of-00014.gguf49.6 GB15e05268e702f6539dd7b0fc592242b5c0b3c2122dc40c5821d92ba16c6fb795
Q8_0/GLM-5.3-Flash-Q8_0-00001-of-00008.gguf9.43 MB5dc239a59cbd2d3b9d90b647cf697b80c0f4101bfaa2280b3102156e94a24ccf
Q8_0/GLM-5.3-Flash-Q8_0-00002-of-00008.gguf49.7 GB8aabbbc0a92c551894f62a0737b433c9fad60a94baaa61e669f96329bb1d88a6
Q8_0/GLM-5.3-Flash-Q8_0-00003-of-00008.gguf49.8 GB7b50941b404fed3413be4e0ca52af43e79113e4b3e2c940d1f4cdf74e95ebb39
Q8_0/GLM-5.3-Flash-Q8_0-00004-of-00008.gguf49.8 GBff27fb4536d524cae687c4fb88dfa1b43a8ee0b4256e55304f95dc1aa38e8b81
Q8_0/GLM-5.3-Flash-Q8_0-00005-of-00008.gguf50.0 GBc088636854c5da312e44a7be4195cd765dd9eb6339d7b014d1da4192851a9b5b
Q8_0/GLM-5.3-Flash-Q8_0-00006-of-00008.gguf49.8 GB4bece55cb9e98720f3ef2e1e9683983aeced77434dbcd54584c0b7c80a2e95cb
Q8_0/GLM-5.3-Flash-Q8_0-00007-of-00008.gguf49.8 GBa9f792204b0b58155e6092f9a4160a0659fcdc98a1c126e563ecc3cd02ad68ad
Q8_0/GLM-5.3-Flash-Q8_0-00008-of-00008.gguf42.0 GBa6cb6887c0047653f08c0ab6e564972451d9511322202970f7052e36052aefd6
README.md8.38 KB18d3309e9aab7bb22bbc5a2791fc1e831f776aaa26b251521cb7899920b87ce6
Shard_Rewrite/GLM-5.3-Flash-BF16-00001-of-00014.gguf_file9.43 MB95a1129a1a92d08b9fdd6d19cb5967bbe8c78f6d4a8bcf806970a18716b0d6ce
Shard_Rewrite/GLM-5.3-Flash-Q8_0-00001-of-00008.gguf_file9.43 MB5dc239a59cbd2d3b9d90b647cf697b80c0f4101bfaa2280b3102156e94a24ccf
Shard_Rewrite/GLM-5.3-Flash-UD-IQ1_M-00001-of-00003.gguf_file9.43 MBa3f31b5ba1ecc620a7c2088c30eb830c488453932f3e9e530777efb5980b0ef7
Shard_Rewrite/GLM-5.3-Flash-UD-IQ1_S-00001-of-00003.gguf_file9.43 MB909a8a2dedb493c5a694facfd1e0e9a3309ac66fbb9d270c024ff5d12e0d565f
Shard_Rewrite/GLM-5.3-Flash-UD-IQ2_XXS-00001-of-00004.gguf_file9.43 MB337870cefce5fb34b2aa3ade54a0fbf61676697f7f9a906670c20edde74561f4
Shard_Rewrite/GLM-5.3-Flash-UD-IQ3_XXS-00001-of-00004.gguf_file9.43 MB632f4fabe03ea73d20c299c8ef00c4a16e47dd9ab3f1750a8585b92eb70dfa74
Shard_Rewrite/GLM-5.3-Flash-UD-IQ4_XS-00001-of-00005.gguf_file9.43 MBc2f3b6ab98d3df844f322ea376059202d2eaeedcee1f0eff455345b86a137dbd
Shard_Rewrite/GLM-5.3-Flash-UD-Q2_K_XL-00001-of-00004.gguf_file9.43 MB2f32eba33ebc75a715e9c85a010faac4c67542e38e8970bd961d544bfe815f9e
Shard_Rewrite/GLM-5.3-Flash-UD-Q3_K_XL-00001-of-00004.gguf_file9.43 MBbe89305a221c1449cf9a5a84b5c492520a7fb23a3af1b2178a20ecf0b6ecae76
Shard_Rewrite/GLM-5.3-Flash-UD-Q4_K_XL-00001-of-00006.gguf_file9.43 MBb59c030090f012b38213bc8c4f78ce10767f2693d730d0dbcd3dc16a5f69e2bc
Shard_Rewrite/GLM-5.3-Flash-UD-Q5_K_XL-00001-of-00006.gguf_file9.43 MBcb792ba9c8dbcd7a45aede04ffc16c80b9f3b290423585e06835e0acf7081e17
Shard_Rewrite/GLM-5.3-Flash-UD-Q6_K_XL-00001-of-00007.gguf_file9.43 MB7d7bd899640a594a32b1c7577c41fc00e56143e3b5731d3b9056bdc988f80f1c
Shard_Rewrite/mmproj-BF16.gguf_file1.16 GB82b7adb44411dbb298b1c689567804e5ed0790d80f308ed8b5b6b8ac0527d2ac
Shard_Rewrite/mmproj-F16.gguf_file1.13 GB922b809664d6a89cc1e40bfeaa63618000edc6651baf4082ce0718a784adf947
UD-IQ1_M/GLM-5.3-Flash-UD-IQ1_M-00001-of-00003.gguf9.43 MBa3f31b5ba1ecc620a7c2088c30eb830c488453932f3e9e530777efb5980b0ef7
UD-IQ1_M/GLM-5.3-Flash-UD-IQ1_M-00002-of-00003.gguf50.0 GB6bcfc2210cced11cede6cd6ce4ac3368c0b1ab52d6fc3e40f2a3f310f0614001
UD-IQ1_M/GLM-5.3-Flash-UD-IQ1_M-00003-of-00003.gguf47.6 GB07e252723e988154340414ebd6857051179f69eb25112ad75122d4230ccfc6f7
UD-IQ1_S/GLM-5.3-Flash-UD-IQ1_S-00001-of-00003.gguf9.43 MB909a8a2dedb493c5a694facfd1e0e9a3309ac66fbb9d270c024ff5d12e0d565f
UD-IQ1_S/GLM-5.3-Flash-UD-IQ1_S-00002-of-00003.gguf49.6 GBb99c4dd929601884ff95d9ddeb581a5ef93fd281c37c162e48b2981bf23c0830
UD-IQ1_S/GLM-5.3-Flash-UD-IQ1_S-00003-of-00003.gguf43.5 GB9bb0ff754968d588793d795c715cc2a7d5292280ff9d0df46b7e1edd57da34a1
UD-IQ2_XXS/GLM-5.3-Flash-UD-IQ2_XXS-00001-of-00004.gguf9.43 MB337870cefce5fb34b2aa3ade54a0fbf61676697f7f9a906670c20edde74561f4
UD-IQ2_XXS/GLM-5.3-Flash-UD-IQ2_XXS-00002-of-00004.gguf49.9 GBd51a3d9ca05022d53e71753df75ee64ed5fd4e47655650ae023e9717b3ec158d
UD-IQ2_XXS/GLM-5.3-Flash-UD-IQ2_XXS-00003-of-00004.gguf49.2 GB89180f13784dc1128586b98adf1ca876279881a20bc4f01747703ce352563372
UD-IQ2_XXS/GLM-5.3-Flash-UD-IQ2_XXS-00004-of-00004.gguf2.69 GB9e0ef47daa1fdffce3cf2ac1594ce4634d176ad018be6e692729757f38d5fbf6
UD-IQ3_XXS/GLM-5.3-Flash-UD-IQ3_XXS-00001-of-00004.gguf9.43 MB632f4fabe03ea73d20c299c8ef00c4a16e47dd9ab3f1750a8585b92eb70dfa74
UD-IQ3_XXS/GLM-5.3-Flash-UD-IQ3_XXS-00002-of-00004.gguf49.3 GBa4dba331fe92ffbd71317839cc1452c57f0b5b3f971a9e96ee5107f9a615cdac
UD-IQ3_XXS/GLM-5.3-Flash-UD-IQ3_XXS-00003-of-00004.gguf49.1 GB5b728b5b263c662201ef4a4a2b12fb509fe230d012418d0ed37c220a8a5aa230
UD-IQ3_XXS/GLM-5.3-Flash-UD-IQ3_XXS-00004-of-00004.gguf22.0 GB4b6d16e0d1381e1b4b7eeb6c9799671bf98153a995be12e75e3da93cd97981d2
UD-IQ4_XS/GLM-5.3-Flash-UD-IQ4_XS-00001-of-00005.gguf9.43 MBc2f3b6ab98d3df844f322ea376059202d2eaeedcee1f0eff455345b86a137dbd
UD-IQ4_XS/GLM-5.3-Flash-UD-IQ4_XS-00002-of-00005.gguf50.0 GB7d64cf0395672c4322012841abec502ea7e20518299bb5e3069003f06f9e6de9
UD-IQ4_XS/GLM-5.3-Flash-UD-IQ4_XS-00003-of-00005.gguf49.6 GB7c2c63c9c30f8060428fdf2ac935dbf2ee9ad8f771d62b6ae47a7f7f2c1520e7
UD-IQ4_XS/GLM-5.3-Flash-UD-IQ4_XS-00004-of-00005.gguf49.5 GB06c90f191871317c92dd9d25a353b687aed44c50f3ac6c713e9fe410bc2d26dd
UD-IQ4_XS/GLM-5.3-Flash-UD-IQ4_XS-00005-of-00005.gguf7.73 GB66ebf9ec85e04d3f44af674ae4f694acbc89cc53db75e42f2f4d3646bf321c0d
UD-Q2_K_XL/GLM-5.3-Flash-UD-Q2_K_XL-00001-of-00004.gguf9.43 MB2f32eba33ebc75a715e9c85a010faac4c67542e38e8970bd961d544bfe815f9e
UD-Q2_K_XL/GLM-5.3-Flash-UD-Q2_K_XL-00002-of-00004.gguf49.3 GBf4a9e1ab13d5d9620f5590c9a4aba4c169e6707a1554f3be3fe3112f80a66825
UD-Q2_K_XL/GLM-5.3-Flash-UD-Q2_K_XL-00003-of-00004.gguf49.9 GB330a8ad76c787b3ab6df062dd30abea7aafe6a0e3d5860e8720dfa4abb2434a5
UD-Q2_K_XL/GLM-5.3-Flash-UD-Q2_K_XL-00004-of-00004.gguf9.47 GB5c294f42edc5d69cf00a79ab444e61f0742e9933105fc5c85f97da54dab8946f
UD-Q3_K_XL/GLM-5.3-Flash-UD-Q3_K_XL-00001-of-00004.gguf9.43 MBbe89305a221c1449cf9a5a84b5c492520a7fb23a3af1b2178a20ecf0b6ecae76
UD-Q3_K_XL/GLM-5.3-Flash-UD-Q3_K_XL-00002-of-00004.gguf49.6 GB310b5bef056c5cc61d98e1845feac97e35d0a5aa412fca354b6cd597d66b486e
UD-Q3_K_XL/GLM-5.3-Flash-UD-Q3_K_XL-00003-of-00004.gguf49.6 GBeacaab11505a25f00e78b4dce64795cc38bc25839372ec586745af0261673a0c
UD-Q3_K_XL/GLM-5.3-Flash-UD-Q3_K_XL-00004-of-00004.gguf48.3 GBc650640c9f94f5f1662ac84b803405db3265ee9fc24ffe56670bb0eafd632d00
UD-Q4_K_XL/GLM-5.3-Flash-UD-Q4_K_XL-00001-of-00006.gguf9.43 MBb59c030090f012b38213bc8c4f78ce10767f2693d730d0dbcd3dc16a5f69e2bc
UD-Q4_K_XL/GLM-5.3-Flash-UD-Q4_K_XL-00002-of-00006.gguf49.2 GBd3ecb6ff3957a99878f9a0352676a0913748a431a9a4a1b1ffa5ade9b8947a74
UD-Q4_K_XL/GLM-5.3-Flash-UD-Q4_K_XL-00003-of-00006.gguf50.0 GB328073c004e7c5395b208247feed26089db247b94dd8fa4ab0f2569d86c1d770
UD-Q4_K_XL/GLM-5.3-Flash-UD-Q4_K_XL-00004-of-00006.gguf48.7 GB6803ab7effa6da4a0b02c9c7865952fdd6c5b2e10e53903348da369e90bd13f9
UD-Q4_K_XL/GLM-5.3-Flash-UD-Q4_K_XL-00005-of-00006.gguf49.0 GB852f3df9dacde3d196796f9fe738468e80c8701555ff0a8c30bc010fb8974dd8
UD-Q4_K_XL/GLM-5.3-Flash-UD-Q4_K_XL-00006-of-00006.gguf2.78 GBc6ba510fafc1e12cc0addbc361a329c0c592ab96980098e7e25e107d8faa983e
UD-Q5_K_XL/GLM-5.3-Flash-UD-Q5_K_XL-00001-of-00006.gguf9.43 MBcb792ba9c8dbcd7a45aede04ffc16c80b9f3b290423585e06835e0acf7081e17
UD-Q5_K_XL/GLM-5.3-Flash-UD-Q5_K_XL-00002-of-00006.gguf48.8 GBfd2a37a8d00ad2ab9b8e8691f8d16f4e9991d1eab2aaca14ec4b97568803aa87
UD-Q5_K_XL/GLM-5.3-Flash-UD-Q5_K_XL-00003-of-00006.gguf48.6 GB298edf5776b962f63643654bd85ed3ed91777b9a592dc3950b9002b08e320892
UD-Q5_K_XL/GLM-5.3-Flash-UD-Q5_K_XL-00004-of-00006.gguf49.3 GB97b097efd8c135246eb620d22438d17c57ad1fff19a0e5340ca9c9232f5f1de9
UD-Q5_K_XL/GLM-5.3-Flash-UD-Q5_K_XL-00005-of-00006.gguf49.3 GB17a5ef81a355d1cc4e771bedc7e2d688dab25892cf05bf26c2ddb5ae8230ffab
UD-Q5_K_XL/GLM-5.3-Flash-UD-Q5_K_XL-00006-of-00006.gguf44.3 GB47435d0287b2f5f023715ceff78b036d0ab63698708f0be54e3a8f30b76bc57d
UD-Q6_K_XL/GLM-5.3-Flash-UD-Q6_K_XL-00001-of-00007.gguf9.43 MB7d7bd899640a594a32b1c7577c41fc00e56143e3b5731d3b9056bdc988f80f1c
UD-Q6_K_XL/GLM-5.3-Flash-UD-Q6_K_XL-00002-of-00007.gguf49.4 GBc65caeffd822aab9810bf1049369f56e7b61c38217fa3c12f3dab2d21c0fd855
UD-Q6_K_XL/GLM-5.3-Flash-UD-Q6_K_XL-00003-of-00007.gguf48.1 GB491f13fb641ecf27c30107e34a045b8cd00306b43559f3d0273687c47a154559
UD-Q6_K_XL/GLM-5.3-Flash-UD-Q6_K_XL-00004-of-00007.gguf49.5 GB1db71efa40ba5f9ea017d12d744a8addf4025d3fd256f09e253967327a156270
UD-Q6_K_XL/GLM-5.3-Flash-UD-Q6_K_XL-00005-of-00007.gguf48.9 GB41acb75b5105d49d89a21c3760d14c458f1e0c2b4e4fff08310c7cb2d5c3fff5
UD-Q6_K_XL/GLM-5.3-Flash-UD-Q6_K_XL-00006-of-00007.gguf49.1 GB3f669d880bfce522063c677ddddd19f8b066f0d71701d2e123131f239b7fbf6b
UD-Q6_K_XL/GLM-5.3-Flash-UD-Q6_K_XL-00007-of-00007.gguf46.8 GB3623f4af825ea01d7cd65706c496ac2c11cb585dfa1a27189320b5790a535b00
imatrix_unsloth.gguf_file513 MB27d2ef6b6be0e314b373080f96322a1e4668b09b192664f3edc231c3b7c2d749
mmproj-BF16.gguf1.16 GB82b7adb44411dbb298b1c689567804e5ed0790d80f308ed8b5b6b8ac0527d2ac
mmproj-F16.gguf1.13 GB922b809664d6a89cc1e40bfeaa63618000edc6651baf4082ce0718a784adf947

Use it

$ fw get unsloth/GLM-5.3-Flash-GGUF
# manifest sha256 3d8cafb0246c… · 2.55 TB · 87 files
$ fw verify ./GLM-5.3-Flash-GGUF unsloth/GLM-5.3-Flash-GGUF
fw.pyChecks the signature and every sha256, tries each source in order, resumes.
$ python3 fw.py get https://freeweights.allternit.com/manifests/unsloth/GLM-5.3-Flash-GGUF.json --dir ./GLM-5.3-Flash-GGUF $ python3 fw.py verify ./GLM-5.3-Flash-GGUF ./unsloth__GLM-5.3-Flash-GGUF.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download unsloth/GLM-5.3-Flash-GGUF --revision a38483c8cd5df544f53d70fb281afe97369d5ab6 --local-dir ./GLM-5.3-Flash-GGUF
llama.cppDownload one GGUF variant (UD-IQ1_S, 93.1 GB), then serve it.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download unsloth/GLM-5.3-Flash-GGUF --include "UD-IQ1_S/*" --local-dir ./GLM-5.3-Flash-GGUF $ llama-server -m ./GLM-5.3-Flash-GGUF/UD-IQ1_S/GLM-5.3-Flash-UD-IQ1_S-00001-of-00003.gguf
OllamaMake an Ollama model from the downloaded file.
$ printf 'FROM ./GLM-5.3-Flash-GGUF/UD-IQ1_S/GLM-5.3-Flash-UD-IQ1_S-00001-of-00003.gguf\n' > Modelfile $ ollama create glm-5.3-flash-gguf -f Modelfile
Run in Allternit Desktopcoming in Phase 1
Fine-tune in Freeweights Studiocoming in Phase 3

License

Name
MIT License
Id
MIT
Class
Permissive
Redistribution
yes
Text in
README.md
Text sha256
18d3309e9aab7bb22bbc5a2791fc1e831f776aaa26b251521cb7899920b87ce6
Terms gate
No extra terms beyond the license.

Read the license text

Licenses are checked against the license list. A custom license passes only after a recorded human audit.

Provenance

From: unsloth <huggingface.co/unsloth>Newsgroups: alt.freeweights.glmSubject: GLM-5.3-Flash-GGUFDate: 2026-11-14Commit: a38483cSigned: 2DC28CC7B26A283B ✓
Upstream
unsloth/GLM-5.3-Flash-GGUF
Pinned commit
a38483c8cd5df544f53d70fb281afe97369d5ab6
Manifest
GLM-5.3-Flash-GGUF.json · .minisig
Manifest sha256
3d8cafb0246c3f855f0e6d438dad8e780560141c26af9035db2b055921fe9453
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-14 06:28 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/unsloth/GLM-5.3-Flash-GGUF.json $ curl -O https://freeweights.allternit.com/manifests/unsloth/GLM-5.3-Flash-GGUF.json.minisig $ minisign -Vm GLM-5.3-Flash-GGUF.json -P RWQ7KGqyx4zCLXtUFOqvfv8L3g+8fpKJ1FsuxPyOYMF+4KufbUxKq1Oq $ shasum -a 256 <file> # compare with the Files tab

A manifest whose signature fails must be rejected. A file whose size or sha256 does not match must be discarded. Verify a download

Get it
Download
$ HF_ENDPOINT=https://freeweights.allternit.com hf download unsloth/GLM-5.3-Flash-GGUF
Run in Allternit Desktopcoming in Phase 1
Signed manifest
minisign, key 2DC28CC7B26A283B. GLM-5.3-Flash-GGUF.json. Provenance. Takedown history: none.
From: zai-org <huggingface.co/zai-org>Subject: GLM-4.7-Flash
From: zai-org <huggingface.co/zai-org>Subject: GLM-5.3
From: zai-org <huggingface.co/zai-org>Subject: GLM-5.3-Flash