Based on monthly keyword-search data
Scale AI powers LLM training with high-quality data pipelines, RLHF, and evals.
Rank | Product | Monthly VolumeVol | 3-Month GrowthGrowth |
---|---|---|---|
1 | Surge Ai Surge AI supplies high-quality labels, RLHF data, and evals to train LLMs faster. | 50.3K | +380% |
Surge AI supplies high-quality labels, RLHF data, and evals to train LLMs faster. | |||
2 | Scale AI Scale AI powers LLM training with high-quality data pipelines, RLHF, and evals. | 117.7K | +90% |
Scale AI powers LLM training with high-quality data pipelines, RLHF, and evals. | |||
3 | Remotasks Remotasks powers LLM training with high-quality human annotations; automate labeling at scale. | 30.9K | +42% |
Remotasks powers LLM training with high-quality human annotations; automate labeling at scale. | |||
4 | Databricks Databricks Mosaic AI trains, fine-tunes, and serves LLMs with optimized pipelines | 112.9K | +8% |
Databricks Mosaic AI trains, fine-tunes, and serves LLMs with optimized pipelines | |||
5 | Hugging Face Hugging Face streamlines LLM training with datasets, TRL, AutoTrain, and managed compute | 110.0K | -6% |
Hugging Face streamlines LLM training with datasets, TRL, AutoTrain, and managed compute |
Rank | Product | Monthly VolumeVol | 3-Month GrowthGrowth |
---|---|---|---|
1 | Scale AI Scale AI powers LLM training with high-quality data pipelines, RLHF, and evals. | 117.7K | +90% |
Scale AI powers LLM training with high-quality data pipelines, RLHF, and evals. | |||
2 | Databricks Databricks Mosaic AI trains, fine-tunes, and serves LLMs with optimized pipelines | 112.9K | +8% |
Databricks Mosaic AI trains, fine-tunes, and serves LLMs with optimized pipelines | |||
3 | Hugging Face Hugging Face streamlines LLM training with datasets, TRL, AutoTrain, and managed compute | 110.0K | -6% |
Hugging Face streamlines LLM training with datasets, TRL, AutoTrain, and managed compute | |||
4 | Writer Writer lets teams train custom, governed LLMs on enterprise data to integrate across workflows. | 110.0K | -26% |
Writer lets teams train custom, governed LLMs on enterprise data to integrate across workflows. | |||
5 | Surge Ai Surge AI supplies high-quality labels, RLHF data, and evals to train LLMs faster. | 50.3K | +380% |
Surge AI supplies high-quality labels, RLHF data, and evals to train LLMs faster. |
Rank | Product | Monthly VolumeVol | 3-Month GrowthGrowth |
---|---|---|---|
1 | Surge Ai Surge AI supplies high-quality labels, RLHF data, and evals to train LLMs faster. | 50.3K | +380% |
Surge AI supplies high-quality labels, RLHF data, and evals to train LLMs faster. | |||
2 | Scale AI Scale AI powers LLM training with high-quality data pipelines, RLHF, and evals. | 117.7K | +90% |
Scale AI powers LLM training with high-quality data pipelines, RLHF, and evals. | |||
3 | Remotasks Remotasks powers LLM training with high-quality human annotations; automate labeling at scale. | 30.9K | +42% |
Remotasks powers LLM training with high-quality human annotations; automate labeling at scale. | |||
4 | Crusoe Energy Crusoe Energy powers LLM training at scale with green GPUs, accelerating models efficiently. | 7.1K | +22% |
Crusoe Energy powers LLM training at scale with green GPUs, accelerating models efficiently. | |||
5 | Google Vertex AI Google Vertex AI accelerates LLM training, fine-tuning, and scalable deployment on GCP. | 7.1K | +22% |
Google Vertex AI accelerates LLM training, fine-tuning, and scalable deployment on GCP. |
AI is likely to replace jobs that do not require human elements such as empathy or creativity (such as a therapist or an artist). However, commercial AI adoption and job displacement will not happen as fast as many believe. Most people won't notice a change for at least 2-3 years, with a major economic shift happing over the next decade. This means you have time to adapt, ideally learning to use AI to your advantage in order to remain productive.
Most models learn patterns from data rather than "understanding" like humans. For example, AI has learned that when it sees: "Think outside the..." it will have learned to predict the next word to be "box". As technology advances, and more data centers are built, AI will continuously improve on its pattern recognition skills.
You can trust AI answers like you trust a human's answers — with the understanding that even humans with the best intentions can be wrong sometimes. However, as AI technology advances, these mistakes will become less frequent, eventually to the point of near perfection.
Your data is stored on the server of whichever company's product you are using, unless you are running an open-source AI model on your personal computer. "Safe" can be an objective term, depending how much you trust that company to protect your data.
Not yet, but most experts agree that AGI is only a matter of time. Some believe AGI, a term used to mark the moment in which artificial intelligence surpasses human intelligence, will be achieved in as few as 2-3 years, while other say 5-10 years.
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