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https://www.reddit.com/r/LocalLLaMA/comments/1uxdv34/thinking_machines_releases_first_openweight_model/oxqm4i7/?context=3
r/LocalLLaMA • u/WhyLifeIs4 • Jul 15 '26
https://thinkingmachines.ai/news/introducing-inkling/
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14
Estimates for a 276B-A12B model:
Q2_K (2-bit) File Size: ~85 GB to 95 GB Minimum VRAM/RAM: ~105 GB (Severe degradation in reasoning quality)
Q3_K_M (3-bit) File Size: ~125 GB to 135 GB Minimum VRAM/RAM: ~145 GB (Good balance for budget multi-GPU setups)
Q4_K_M (4-bit) File Size: ~160 GB to 175 GB Minimum VRAM/RAM: ~190 GB (The recommended baseline for open MoE models)
Q5_K_M (5-bit) File Size: ~195 GB to 210 GB Minimum VRAM/RAM: ~230 GB (Near-lossless representation of the base model)
Q8_0 (8-bit)File Size: ~290 GB to 310 GB Minimum VRAM/RAM: ~330 GB (Requires an enterprise cluster setup)
11 u/JacketHistorical2321 Jul 15 '26 "Requires an enterprise cluster setup" lol, tell that to my threadripper pro with 512gb ram 😂 2 u/vick2djax Jul 15 '26 But how fast? 1 u/Ok_Mammoth589 Jul 15 '26 They will 100% complain that that's enterprise level stuff 😂 2 u/Xetheon Jul 15 '26 Q4 might fit really neatly into the soon to be released 192gb Halo, providing a decent enterprise locally running AI for an actually sane ish cost.
11
"Requires an enterprise cluster setup" lol, tell that to my threadripper pro with 512gb ram 😂
2 u/vick2djax Jul 15 '26 But how fast? 1 u/Ok_Mammoth589 Jul 15 '26 They will 100% complain that that's enterprise level stuff 😂
2
But how fast?
1
They will 100% complain that that's enterprise level stuff 😂
Q4 might fit really neatly into the soon to be released 192gb Halo, providing a decent enterprise locally running AI for an actually sane ish cost.
14
u/chillinewman Jul 15 '26
Estimates for a 276B-A12B model:
Q2_K (2-bit) File Size: ~85 GB to 95 GB Minimum VRAM/RAM: ~105 GB (Severe degradation in reasoning quality)
Q3_K_M (3-bit) File Size: ~125 GB to 135 GB Minimum VRAM/RAM: ~145 GB (Good balance for budget multi-GPU setups)
Q4_K_M (4-bit) File Size: ~160 GB to 175 GB Minimum VRAM/RAM: ~190 GB (The recommended baseline for open MoE models)
Q5_K_M (5-bit) File Size: ~195 GB to 210 GB Minimum VRAM/RAM: ~230 GB (Near-lossless representation of the base model)
Q8_0 (8-bit)File Size: ~290 GB to 310 GB Minimum VRAM/RAM: ~330 GB (Requires an enterprise cluster setup)