Was photo not authentic? Think of it "as seen by an iPhone", not "this is authentic event" verification. But Apple likely would reject such photo because of inappropriate depth map / LiDAR data.
Sipeed has such device https://wiki.sipeed.com/hardware/en/kvm/NanoKVM_USB/introduc...
This feature is Pro phones only, not Duo: https://www.apple.com/iphone/compare/ ("Apple Reference Image (Fusion Main)") So only on devices with LiDAR / that can capture depth map.
Miniature dioramas wouldn't be size appropriate. Apple could detect faces/cars/other common objects of ~known size and verify -- or even just dump depth map for anyone to check.
It seems to be what Apple is doing, this feature is only available on the 18 Pro's (which have depth sensor on the back), but not Duo.
Aren't they meant for underfloor heating? Heat pump efficiency drops with delta T increase, but iron radiators need 60-80C supply.
V4 Flash price (served by DeepSeek themselves) was $0.22 / $0.66 during off-hours. Doubled during peak hours. https://web.archive.org/web/20260909004920/https://api-docs.... You saw new peak hour pricing, so $0.15 /…
It's larger than previous V4 Flash. 552B in ~FP4, 306GB. 196B of FP8 Engrams, another 204GB, not necessary to keep in RAM. KV cache sees another 4x size reduction, just 900MB for 1M. So 384GB needed for a chance of…
V4 Flash also was released as mostly FP4, but this one is FP8 (?). 160GB vs 510GB. Original Flash good fit for dual Spark / Strix Halo machines. This one would require third party quants and even then 4 machines. Edit:…
> Hoje em sites como openrouter o valor é de $0.16 output . You're comparing different providers then. DeepSeek price on OpenRouter is $0.66 output.
A month ago new V4 Flash 0731 checkpoint was better than existing V4 Pro. They've kept serving Pro, it was updated 13 days later (0813 checkpoint). Now, 4 weeks later new Flash checkpoint (0910?) is again better than…
4.1 releases tomorrow, right now you're supposed to be served by same old model
OpenAI provides API key with ~unlimited use?
few weeks ago
Do you think average human cares about "our species is going extinct" stuff? If not, why couldn't they be happy at the same time? You seem to equate birth rate with happiness, but ignore efficacy and availability of…
Before we worry about source code, Microsoft doesn't grant me rights to modify/redistribute/sell copy of Windows I have.
Yes, but running out of RAM is impractical due to low memory bandwidth. According to the article/Samsung RAM dies inside can support way higher bandwidth than they expose, they're limited by external interface / bus…
This time they just made FP8 "default", accompanied by "-BF16" model/page (previously "-FP8" was released alongside).
I assume that's about 5.3 Flash, not full?
Air temp is measured in the shade, sun hitting windows/interior floors would take you past that. IR blocking film/tint on outside works great if you can't get windows shaded.
You need VRAM for the whole thing for optimal performance. Activation is chosen "randomly" for each token. PCIe becomes bottleneck, so much that just doing computation on CPU is likely faster. But given it's only 6B,…
It's not 1 bit. It's ~4bit for n-gram and ~2.8bit for the model. Not idea why it's called Q1, but likely it's preliminary quant just for PR testing / very likely to be remade after llama.cpp support is merged.
This is needs ~80GB of fast memory at 4 bits per weight. Faster memory is better, but with just 2.4B routed activation per token you could try to leave experts in system RAM, then something like 3090 + 64GB RAM should…
Haven't tried, would be surprised if it's any different. It's new arch demo for future Qwen 4 family, but (as I understand) training recipe/data is same as any other 3.8 model.
Mac Mini M4 launched less than 2 years ago at $600 (US, $500 with edu discount; as low as $400 on general discounts). Now same config with M6 is $900.
Was photo not authentic? Think of it "as seen by an iPhone", not "this is authentic event" verification. But Apple likely would reject such photo because of inappropriate depth map / LiDAR data.
Sipeed has such device https://wiki.sipeed.com/hardware/en/kvm/NanoKVM_USB/introduc...
This feature is Pro phones only, not Duo: https://www.apple.com/iphone/compare/ ("Apple Reference Image (Fusion Main)") So only on devices with LiDAR / that can capture depth map.
Miniature dioramas wouldn't be size appropriate. Apple could detect faces/cars/other common objects of ~known size and verify -- or even just dump depth map for anyone to check.
It seems to be what Apple is doing, this feature is only available on the 18 Pro's (which have depth sensor on the back), but not Duo.
Aren't they meant for underfloor heating? Heat pump efficiency drops with delta T increase, but iron radiators need 60-80C supply.
V4 Flash price (served by DeepSeek themselves) was $0.22 / $0.66 during off-hours. Doubled during peak hours. https://web.archive.org/web/20260909004920/https://api-docs.... You saw new peak hour pricing, so $0.15 /…
It's larger than previous V4 Flash. 552B in ~FP4, 306GB. 196B of FP8 Engrams, another 204GB, not necessary to keep in RAM. KV cache sees another 4x size reduction, just 900MB for 1M. So 384GB needed for a chance of…
V4 Flash also was released as mostly FP4, but this one is FP8 (?). 160GB vs 510GB. Original Flash good fit for dual Spark / Strix Halo machines. This one would require third party quants and even then 4 machines. Edit:…
> Hoje em sites como openrouter o valor é de $0.16 output . You're comparing different providers then. DeepSeek price on OpenRouter is $0.66 output.
A month ago new V4 Flash 0731 checkpoint was better than existing V4 Pro. They've kept serving Pro, it was updated 13 days later (0813 checkpoint). Now, 4 weeks later new Flash checkpoint (0910?) is again better than…
4.1 releases tomorrow, right now you're supposed to be served by same old model
OpenAI provides API key with ~unlimited use?
few weeks ago
Do you think average human cares about "our species is going extinct" stuff? If not, why couldn't they be happy at the same time? You seem to equate birth rate with happiness, but ignore efficacy and availability of…
Before we worry about source code, Microsoft doesn't grant me rights to modify/redistribute/sell copy of Windows I have.
Yes, but running out of RAM is impractical due to low memory bandwidth. According to the article/Samsung RAM dies inside can support way higher bandwidth than they expose, they're limited by external interface / bus…
This time they just made FP8 "default", accompanied by "-BF16" model/page (previously "-FP8" was released alongside).
I assume that's about 5.3 Flash, not full?
Air temp is measured in the shade, sun hitting windows/interior floors would take you past that. IR blocking film/tint on outside works great if you can't get windows shaded.
You need VRAM for the whole thing for optimal performance. Activation is chosen "randomly" for each token. PCIe becomes bottleneck, so much that just doing computation on CPU is likely faster. But given it's only 6B,…
It's not 1 bit. It's ~4bit for n-gram and ~2.8bit for the model. Not idea why it's called Q1, but likely it's preliminary quant just for PR testing / very likely to be remade after llama.cpp support is merged.
This is needs ~80GB of fast memory at 4 bits per weight. Faster memory is better, but with just 2.4B routed activation per token you could try to leave experts in system RAM, then something like 3090 + 64GB RAM should…
Haven't tried, would be surprised if it's any different. It's new arch demo for future Qwen 4 family, but (as I understand) training recipe/data is same as any other 3.8 model.
Mac Mini M4 launched less than 2 years ago at $600 (US, $500 with edu discount; as low as $400 on general discounts). Now same config with M6 is $900.