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Vmake Labs Video Enhancer
-Vmake Labs Video Enhancer uses AI to improve video quality, restore details, reduce blur, and upscale videos to 8K.
A 24 token prefix was finetuned over 1.5m new tokens of a FLAN task mixture, with the start of each example cut off if it was too large to fit within a 256 token context.
The model reaches a train ppl of 6.09 and an eval ppl of 5.91.
Example COT (Chain-of-thought) Prompt:
Q: Answer the following yes/no question by reasoning step-by-step. Could a dandelion suffer from hepatitis?
A: Hepatitis only affects organisms with livers. Dandelions don’t have a liver. The answer is no.
Q: Answer the following yes/no question by reasoning step-by-step. Can you write a whole Haiku in a single tweet?
A: A haiku is a japanese three-line poem. That is short enough to fit in 280 characters. The answer is yes.
Q: Answer the following yes/no question by reasoning step-by-step. Can you reach space with a Cessna?
A:
> A Cessna is a small plane that can carry up to 6 people. The answer is no.
(Completed with Contrastive Sampling, top_k: 4, penalty_alpha: 0.6)
Runs of crumb ptune-FLAN-OPT-6.7b on huggingface.co
8
Total runs
0
24-hour runs
-1
3-day runs
1
7-day runs
1
30-day runs
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ptune-FLAN-OPT-6.7b huggingface.co
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