AtomicChat/Ling-3.0-flash-GGUF

Text generation model using Llama.cpp.

Text Generation
Hugging Face (opens in a new tab)
Likes: 67
Downloads: 244.3k

Current status

No changes detected since 29 Oct 2026

Licence: MIT
Remote code: No
Access: Public
Repository: https://huggingface.co/AtomicChat/Ling-3.0-flash-GGUF (opens in a new tab)
Last checked: 04 Nov 2026, 08:07 UTC
History tracked since: 04 Aug 2026

Quick actions

Change history

29 Oct 2026 09:56 UTC
- Other files changed
  
  Files outside the weights, config and model card changed.
  
  Other files Severity: Info
21 Oct 2026 05:01 UTC
- Other files changed
  
  Files outside the weights, config and model card changed.
  
  Other files Severity: Info
09 Aug 2026
- Weights changed
  
  New model weights detected.
  
  Weights Severity: Critical
  - Weights file re-uploaded: AD-Q6_K/Ling-3.0-flash-AD-Q6_K-00001-of-00003.gguf (+1 more)
  Recorded change
  2 weight file(s) re-uploaded: AD-Q6_K/Ling-3.0-flash-AD-Q6_K-00001-of-00003.gguf, AD-Q8_0/Ling-3.0-flash-AD-Q8_0-00001-of-00003.gguf
  
  Revisions
  71f95a7 → 253738f
  
  Commit history on Hugging Face Files at 253738f
06 Aug 2026
- Weights changed
  
  New model weights detected.
  
  Weights Severity: Critical
  - Weights file re-uploaded: AD-Q5_K_L/Ling-3.0-flash-AD-Q5_K_L-00001-of-00003.gguf (+4 more)
  Recorded change
  5 weight file(s) re-uploaded: AD-Q5_K_L/Ling-3.0-flash-AD-Q5_K_L-00001-of-00003.gguf, AD-Q5_K_M/Ling-3.0-flash-AD-Q5_K_M-00001-of-00002.gguf, AD-Q5_K_S/Ling-3.0-flash-AD-Q5_K_S-00001-of-00002.gguf, Q5_K_M_STOCK/Ling-3.0-flash-Q5_K_M_STOCK-00001-of-00002.gguf, Q6_K_STOCK/Ling-3.0-flash-Q6_K_STOCK-00001-of-00003.gguf
  
  Revisions
  ef39f01 → 71f95a7
  
  Commit history on Hugging Face Files at 71f95a7
- Weights changed
  
  New model weights detected.
  
  Weights Severity: Critical
  - Weights file re-uploaded: AD-IQ4_NL/Ling-3.0-flash-AD-IQ4_NL-00001-of-00002.gguf (+3 more)
  Recorded change
  4 weight file(s) re-uploaded: AD-IQ4_NL/Ling-3.0-flash-AD-IQ4_NL-00001-of-00002.gguf, AD-Q4_K_L/Ling-3.0-flash-AD-Q4_K_L-00001-of-00002.gguf, AD-Q4_K_M/Ling-3.0-flash-AD-Q4_K_M-00001-of-00002.gguf, Q4_K_M_STOCK/Ling-3.0-flash-Q4_K_M_STOCK-00001-of-00002.gguf
  
  Revisions
  eacba2f → ef39f01
  
  Commit history on Hugging Face Files at ef39f01
- Weights changed
  
  New model weights detected.
  
  Weights Severity: Critical
  - Weights file re-uploaded: AD-IQ4_XS/Ling-3.0-flash-AD-IQ4_XS-00001-of-00002.gguf (+3 more)
  Recorded change
  4 weight file(s) re-uploaded: AD-IQ4_XS/Ling-3.0-flash-AD-IQ4_XS-00001-of-00002.gguf, AD-IQ4_XXS/Ling-3.0-flash-AD-IQ4_XXS-00001-of-00002.gguf, AD-Q4_K_S/Ling-3.0-flash-AD-Q4_K_S-00001-of-00002.gguf, Q4_K_FLAT/Ling-3.0-flash-Q4_K_FLAT-00001-of-00002.gguf
  
  Revisions
  49df085 → eacba2f
  
  Commit history on Hugging Face Files at eacba2f
- Weights changed
  
  New model weights detected.
  
  Weights Severity: Critical
  - Weights file re-uploaded: AD-IQ3_M/Ling-3.0-flash-AD-IQ3_M-00001-of-00002.gguf (+3 more)
  Recorded change
  4 weight file(s) re-uploaded: AD-IQ3_M/Ling-3.0-flash-AD-IQ3_M-00001-of-00002.gguf, AD-IQ3_S/Ling-3.0-flash-AD-IQ3_S-00001-of-00002.gguf, IQ4_XS_FLAT/Ling-3.0-flash-IQ4_XS_FLAT-00001-of-00002.gguf, IQ4_XS_STOCK/Ling-3.0-flash-IQ4_XS_STOCK-00001-of-00002.gguf
  
  Revisions
  ee69cc3 → 49df085
  
  Commit history on Hugging Face Files at 49df085
- Weights changed
  
  New model weights detected.
  
  Weights Severity: Critical
  - Weights file re-uploaded: AD-IQ2_M/Ling-3.0-flash-AD-IQ2_M-00001-of-00002.gguf (+4 more)
  Recorded change
  5 weight file(s) re-uploaded: AD-IQ2_M/Ling-3.0-flash-AD-IQ2_M-00001-of-00002.gguf, AD-IQ2_S/Ling-3.0-flash-AD-IQ2_S-00001-of-00002.gguf, AD-IQ2_XS/Ling-3.0-flash-AD-IQ2_XS.gguf, AD-IQ2_XXS/Ling-3.0-flash-AD-IQ2_XXS.gguf, AD-IQ3_XXS/Ling-3.0-flash-AD-IQ3_XXS-00001-of-00002.gguf
  
  Revisions
  9ec26fd → ee69cc3
  
  Commit history on Hugging Face Files at ee69cc3
- Weights changed
  
  New model weights detected.
  
  Weights Severity: Critical
  - Weights file re-uploaded: AD-IQ1_M/Ling-3.0-flash-AD-IQ1_M.gguf (+1 more)
  Recorded change
  2 weight file(s) re-uploaded: AD-IQ1_M/Ling-3.0-flash-AD-IQ1_M.gguf, AD-IQ1_S/Ling-3.0-flash-AD-IQ1_S.gguf
  
  Revisions
  c382955 → 9ec26fd
  
  Commit history on Hugging Face Files at 9ec26fd
05 Aug 2026
- Weights changed
  
  New model weights detected.
  
  Weights Severity: Critical
  - New weights file: AD-NVFP4_V5/Ling-3.0-flash-AD-NVFP4_V5-00001-of-00002.gguf (+2 more)
  - Removed weights file: imatrix/ling3-imatrix-bf16.gguf
  Recorded change
  3 added: AD-NVFP4_V5/Ling-3.0-flash-AD-NVFP4_V5-00001-of-00002.gguf, AD-NVFP4_V5/Ling-3.0-flash-AD-NVFP4_V5-00002-of-00002.gguf, imatrix/Ling-3.0-flash.imatrix.gguf; 1 removed: imatrix/ling3-imatrix-bf16.gguf
  
  Revisions
  0edad06 → c382955
  
  Commit history on Hugging Face Files at c382955
- Weights changed
  
  New model weights detected.
  
  Weights Severity: Critical
  - Removed weights file: AD-NVFP4_V3/Ling-3.0-flash-AD-NVFP4_V3-00001-of-00002.gguf (+1 more)
  Recorded change
  2 removed: AD-NVFP4_V3/Ling-3.0-flash-AD-NVFP4_V3-00001-of-00002.gguf, AD-NVFP4_V3/Ling-3.0-flash-AD-NVFP4_V3-00002-of-00002.gguf
  
  Revisions
  2a90f14 → 0edad06
  
  Commit history on Hugging Face Files at 0edad06
- Weights changed
  
  New model weights detected.
  
  Weights Severity: Critical
  - New weights file: AD-NVFP4_V3/Ling-3.0-flash-AD-NVFP4_V3-00001-of-00002.gguf (+3 more)
  - Removed weights file: AD-NVFP4/Ling-3.0-flash-AD-NVFP4-00001-of-00002.gguf (+3 more)
  Recorded change
  4 added: AD-NVFP4_V3/Ling-3.0-flash-AD-NVFP4_V3-00001-of-00002.gguf, AD-NVFP4_V3/Ling-3.0-flash-AD-NVFP4_V3-00002-of-00002.gguf, NVFP4_STOCK/Ling-3.0-flash-NVFP4_STOCK-00001-of-00002.gguf, NVFP4_STOCK/Ling-3.0-flash-NVFP4_STOCK-00002-of-00002.gguf; 4 removed: AD-NVFP4/Ling-3.0-flash-AD-NVFP4-00001-of-00002.gguf, AD-NVFP4/Ling-3.0-flash-AD-NVFP4-00002-of-00002.gguf, AD-NVFP4_AI/Ling-3.0-flash-AD-NVFP4_AI-00001-of-00002.gguf, AD-NVFP4_AI/Ling-3.0-flash-AD-NVFP4_AI-00002-of-00002.gguf
  
  Revisions
  9be67ca → 2a90f14
  
  Commit history on Hugging Face Files at 2a90f14
- Weights changed
  
  New model weights detected.
  
  Weights Severity: Critical
  - New weights file: AD-NVFP4_AI2/Ling-3.0-flash-AD-NVFP4_AI2-00001-of-00002.gguf (+2 more)
  - Removed weights file: AD-imatrix/ling3-imatrix-bf16.gguf
  Recorded change
  3 added: AD-NVFP4_AI2/Ling-3.0-flash-AD-NVFP4_AI2-00001-of-00002.gguf, AD-NVFP4_AI2/Ling-3.0-flash-AD-NVFP4_AI2-00002-of-00002.gguf, imatrix/ling3-imatrix-bf16.gguf; 1 removed: AD-imatrix/ling3-imatrix-bf16.gguf
  
  Revisions
  752452f → 9be67ca
  
  Commit history on Hugging Face Files at 9be67ca
- Weights changed
  
  New model weights detected.
  
  Weights Severity: Critical
  - New weights file: AD-NVFP4_AI/Ling-3.0-flash-AD-NVFP4_AI-00001-of-00002.gguf (+2 more)
  - Removed weights file: Ling-3.0-flash-IQ2_M-00001-of-00002.gguf (+2 more)
  Recorded change
  3 added: AD-NVFP4_AI/Ling-3.0-flash-AD-NVFP4_AI-00001-of-00002.gguf, AD-NVFP4_AI/Ling-3.0-flash-AD-NVFP4_AI-00002-of-00002.gguf, AD-imatrix/ling3-imatrix-bf16.gguf; 3 removed: Ling-3.0-flash-IQ2_M-00001-of-00002.gguf, Ling-3.0-flash-NVFP4_AI-00001-of-00002.gguf, imatrix/ling3-imatrix-bf16.gguf
  
  Revisions
  67b0f21 → 752452f
  
  Commit history on Hugging Face Files at 752452f
- Weights changed
  
  New model weights detected.
  
  Weights Severity: Critical
  - New weights file: AD-IQ1_M/Ling-3.0-flash-AD-IQ1_M.gguf (+42 more)
  - Removed weights file: IQ1_M/Ling-3.0-flash-AD-IQ1_M.gguf (+40 more)
  Recorded change
  43 added: AD-IQ1_M/Ling-3.0-flash-AD-IQ1_M.gguf, AD-IQ1_S/Ling-3.0-flash-AD-IQ1_S.gguf, AD-IQ2_M/Ling-3.0-flash-AD-IQ2_M-00001-of-00002.gguf, AD-IQ2_M/Ling-3.0-flash-AD-IQ2_M-00002-of-00002.gguf, AD-IQ2_S/Ling-3.0-flash-AD-IQ2_S-00001-of-00002.gguf (+38 more); 41 removed: IQ1_M/Ling-3.0-flash-AD-IQ1_M.gguf, IQ1_S/Ling-3.0-flash-AD-IQ1_S.gguf, IQ2_M/Ling-3.0-flash-AD-IQ2_M-00001-of-00002.gguf, IQ2_M/Ling-3.0-flash-AD-IQ2_M-00002-of-00002.gguf, IQ2_S/Ling-3.0-flash-AD-IQ2_S-00001-of-00002.gguf (+36 more)
  
  Revisions
  6b18919 → 67b0f21
  
  Commit history on Hugging Face Files at 67b0f21
- Weights changed
  
  New model weights detected.
  
  Weights Severity: Critical
  - New weights file: IQ1_M/Ling-3.0-flash-AD-IQ1_M.gguf (+17 more)
  - Removed weights file: Ling-3.0-flash-IQ1_S.gguf (+16 more)
  Recorded change
  18 added: IQ1_M/Ling-3.0-flash-AD-IQ1_M.gguf, IQ1_S/Ling-3.0-flash-AD-IQ1_S.gguf, IQ2_S/Ling-3.0-flash-AD-IQ2_S-00001-of-00002.gguf, IQ2_S/Ling-3.0-flash-AD-IQ2_S-00002-of-00002.gguf, IQ2_XXS/Ling-3.0-flash-AD-IQ2_XXS.gguf (+13 more); 17 removed: Ling-3.0-flash-IQ1_S.gguf, Ling-3.0-flash-IQ2_S-00001-of-00002.gguf, Ling-3.0-flash-IQ2_S-00002-of-00002.gguf, Ling-3.0-flash-IQ2_XXS.gguf, Ling-3.0-flash-IQ3_S-00001-of-00002.gguf (+12 more)
  
  Revisions
  cd024d1 → 6b18919
  
  Commit history on Hugging Face Files at 6b18919
- Weights changed
  
  New model weights detected.
  
  Weights Severity: Critical
  - New weights file: Ling-3.0-flash-IQ1_S.gguf (+3 more)
  Recorded change
  4 added: Ling-3.0-flash-IQ1_S.gguf, Ling-3.0-flash-IQ2_S-00002-of-00002.gguf, Ling-3.0-flash-IQ3_S-00001-of-00002.gguf, Ling-3.0-flash-IQ3_S-00002-of-00002.gguf
  
  Revisions
  5cf2dfe → cd024d1
  
  Commit history on Hugging Face Files at cd024d1
- Weights changed
  
  New model weights detected.
  
  Weights Severity: Critical
  - New weights file: Ling-3.0-flash-IQ2_S-00001-of-00002.gguf (+3 more)
  Recorded change
  4 added: Ling-3.0-flash-IQ2_S-00001-of-00002.gguf, Ling-3.0-flash-Q4_K_FLAT-00002-of-00002.gguf, Ling-3.0-flash-Q6_K_STOCK-00002-of-00003.gguf, Ling-3.0-flash-Q6_K_STOCK-00003-of-00003.gguf
  
  Revisions
  bc82a03 → 5cf2dfe
  
  Commit history on Hugging Face Files at 5cf2dfe
- Weights changed
  
  New model weights detected.
  
  Weights Severity: Critical
  - New weights file: Ling-3.0-flash-IQ4_XS_STOCK-00002-of-00002.gguf (+4 more)
  Recorded change
  5 added: Ling-3.0-flash-IQ4_XS_STOCK-00002-of-00002.gguf, Ling-3.0-flash-Q4_K_FLAT-00001-of-00002.gguf, Ling-3.0-flash-Q4_K_M_STOCK-00002-of-00002.gguf, Ling-3.0-flash-Q5_K_M_STOCK-00002-of-00002.gguf, Ling-3.0-flash-Q6_K_STOCK-00001-of-00003.gguf
  
  Revisions
  05d7720 → bc82a03
  
  Commit history on Hugging Face Files at bc82a03
- Weights changed
  
  New model weights detected.
  
  Weights Severity: Critical
  - New weights file: Ling-3.0-flash-IQ2_XXS.gguf (+3 more)
  Recorded change
  4 added: Ling-3.0-flash-IQ2_XXS.gguf, Ling-3.0-flash-IQ4_XS_STOCK-00001-of-00002.gguf, Ling-3.0-flash-Q4_K_M_STOCK-00001-of-00002.gguf, Ling-3.0-flash-Q5_K_M_STOCK-00001-of-00002.gguf
  
  Revisions
  0b7e9c2 → 05d7720
  
  Commit history on Hugging Face Files at 05d7720
- Weights changed
  
  New model weights detected.
  
  Weights Severity: Critical
  - New weights file: BF16/Ling-3.0-flash-BF16-00001-of-00006.gguf (+41 more)
  - Removed weights file: Ling-3.0-flash-BF16-00001-of-00006.gguf (+39 more)
  Recorded change
  42 added: BF16/Ling-3.0-flash-BF16-00001-of-00006.gguf, BF16/Ling-3.0-flash-BF16-00002-of-00006.gguf, BF16/Ling-3.0-flash-BF16-00003-of-00006.gguf, BF16/Ling-3.0-flash-BF16-00004-of-00006.gguf, BF16/Ling-3.0-flash-BF16-00005-of-00006.gguf (+37 more); 40 removed: Ling-3.0-flash-BF16-00001-of-00006.gguf, Ling-3.0-flash-BF16-00002-of-00006.gguf, Ling-3.0-flash-BF16-00003-of-00006.gguf, Ling-3.0-flash-BF16-00004-of-00006.gguf, Ling-3.0-flash-BF16-00005-of-00006.gguf (+35 more)
  
  Revisions
  918968a → 0b7e9c2
  
  Commit history on Hugging Face Files at 0b7e9c2
- Weights changed
  
  New model weights detected.
  
  Weights Severity: Critical
  - New weights file: Ling-3.0-flash-IQ2_XS.gguf (+4 more)
  Recorded change
  5 added: Ling-3.0-flash-IQ2_XS.gguf, Ling-3.0-flash-IQ3_M-00002-of-00002.gguf, Ling-3.0-flash-IQ4_NL-00002-of-00002.gguf, Ling-3.0-flash-IQ4_XS_FLAT-00001-of-00002.gguf, Ling-3.0-flash-IQ4_XS_FLAT-00002-of-00002.gguf
  
  Revisions
  bb208f5 → 918968a
  
  Commit history on Hugging Face Files at 918968a
- Weights changed
  
  New model weights detected.
  
  Weights Severity: Critical
  - New weights file: Ling-3.0-flash-IQ3_M-00001-of-00002.gguf (+3 more)
  Recorded change
  4 added: Ling-3.0-flash-IQ3_M-00001-of-00002.gguf, Ling-3.0-flash-IQ4_XXS-00002-of-00002.gguf, Ling-3.0-flash-Q4_K_S-00001-of-00002.gguf, Ling-3.0-flash-Q4_K_S-00002-of-00002.gguf
  
  Revisions
  6f68cd1 → bb208f5
  
  Commit history on Hugging Face Files at bb208f5
- Weights changed
  
  New model weights detected.
  
  Weights Severity: Critical
  - New weights file: Ling-3.0-flash-IQ3_XXS-00002-of-00002.gguf (+3 more)
  Recorded change
  4 added: Ling-3.0-flash-IQ3_XXS-00002-of-00002.gguf, Ling-3.0-flash-IQ4_NL-00001-of-00002.gguf, Ling-3.0-flash-IQ4_XS-00002-of-00002.gguf, Ling-3.0-flash-IQ4_XXS-00001-of-00002.gguf
  
  Revisions
  7da8ed1 → 6f68cd1
  
  Commit history on Hugging Face Files at 6f68cd1
- Weights changed
  
  New model weights detected.
  
  Weights Severity: Critical
  - New weights file: Ling-3.0-flash-IQ3_XXS-00001-of-00002.gguf (+3 more)
  Recorded change
  4 added: Ling-3.0-flash-IQ3_XXS-00001-of-00002.gguf, Ling-3.0-flash-IQ4_XS-00001-of-00002.gguf, Ling-3.0-flash-Q5_K_L-00003-of-00003.gguf, Ling-3.0-flash-Q6_K-00003-of-00003.gguf
  
  Revisions
  7e12dae → 7da8ed1
  
  Commit history on Hugging Face Files at 7da8ed1
- Weights changed
  
  New model weights detected.
  
  Weights Severity: Critical
  - New weights file: Ling-3.0-flash-Q4_K_L-00002-of-00002.gguf (+4 more)
  Recorded change
  5 added: Ling-3.0-flash-Q4_K_L-00002-of-00002.gguf, Ling-3.0-flash-Q4_K_M-00002-of-00002.gguf, Ling-3.0-flash-Q5_K_M-00002-of-00002.gguf, Ling-3.0-flash-Q5_K_S-00002-of-00002.gguf, Ling-3.0-flash-Q6_K-00002-of-00003.gguf
  
  Revisions
  f247def → 7e12dae
  
  Commit history on Hugging Face Files at 7e12dae
- Weights changed
  
  New model weights detected.
  
  Weights Severity: Critical
  - New weights file: Ling-3.0-flash-Q4_K_L-00001-of-00002.gguf (+3 more)
  Recorded change
  4 added: Ling-3.0-flash-Q4_K_L-00001-of-00002.gguf, Ling-3.0-flash-Q5_K_L-00002-of-00003.gguf, Ling-3.0-flash-Q5_K_S-00001-of-00002.gguf, Ling-3.0-flash-Q6_K-00001-of-00003.gguf
  
  Revisions
  a297b76 → f247def
  
  Commit history on Hugging Face Files at f247def
- Weights changed
  
  New model weights detected.
  
  Weights Severity: Critical
  - New weights file: Ling-3.0-flash-Q4_K_M-00001-of-00002.gguf (+3 more)
  Recorded change
  4 added: Ling-3.0-flash-Q4_K_M-00001-of-00002.gguf, Ling-3.0-flash-Q5_K_L-00001-of-00003.gguf, Ling-3.0-flash-Q5_K_M-00001-of-00002.gguf, imatrix/ling3-imatrix-bf16.gguf
  
  Revisions
  17701c1 → a297b76
  
  Commit history on Hugging Face Files at a297b76
- Weights changed
  
  New model weights detected.
  
  Weights Severity: Critical
  - New weights file: Ling-3.0-flash-NVFP4-00001-of-00002.gguf (+3 more)
  Recorded change
  4 added: Ling-3.0-flash-NVFP4-00001-of-00002.gguf, Ling-3.0-flash-NVFP4-00002-of-00002.gguf, Ling-3.0-flash-Q8_0-00002-of-00003.gguf, Ling-3.0-flash-Q8_0-00003-of-00003.gguf
  
  Revisions
  86af14d → 17701c1
  
  Commit history on Hugging Face Files at 17701c1
- Weights changed
  
  New model weights detected.
  
  Weights Severity: Critical
  - Weights file re-uploaded: Ling-3.0-flash-BF16-00001-of-00006.gguf
  - New weights file: Ling-3.0-flash-BF16-00005-of-00006.gguf (+2 more)
  Recorded change
  1 weight file(s) re-uploaded: Ling-3.0-flash-BF16-00001-of-00006.gguf; 3 added: Ling-3.0-flash-BF16-00005-of-00006.gguf, Ling-3.0-flash-BF16-00006-of-00006.gguf, Ling-3.0-flash-Q8_0-00001-of-00003.gguf
  
  Revisions
  b88b118 → 86af14d
  
  Commit history on Hugging Face Files at 86af14d
04 Aug 2026
- Weights changed
  
  New model weights detected.
  
  Weights Severity: Critical
  - New weights file: Ling-3.0-flash-BF16-00001-of-00006.gguf (+3 more)
  Recorded change
  4 added: Ling-3.0-flash-BF16-00001-of-00006.gguf, Ling-3.0-flash-BF16-00002-of-00006.gguf, Ling-3.0-flash-BF16-00003-of-00006.gguf, Ling-3.0-flash-BF16-00004-of-00006.gguf
  
  Revisions
  b1249f9 → b88b118
  
  Commit history on Hugging Face Files at b88b118

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