Company profile: PyTorch
1.1 - Company Overview
Company description
- Provider of the PyTorch deep learning framework and open source AI tools, including PyTorch 2.4 with support for Python 3.12, torch.compile, FSDP2, custom ops API, and CPU optimizations for AWS Graviton and GenAI workloads; TorchScript for transitioning between eager and graph modes; TorchServe for scalable model serving; torch.distributed for distributed training; and an ecosystem for vision, NLP, and more.
Products and services
- PyTorch 2.4: A production-ready release adding support for Python 3.12, torch.compile, FSDP2, custom ops API, and CPU optimizations for AWS Graviton and GenAI workloads
- PyTorch: An industrial-grade deep learning framework optimized for research and production, supplying tools for building and training neural networks
- Torch.distributed: A high-performance backend enabling scalable distributed training and performance optimization in research and production environments
Key contacts
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Financial details
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1.2 - Competitors and similar companies to PyTorch
Ople
HQ: United States
Website
- Description: Provider of an AI and automated machine learning platform enabling business users to run predictive analytics, with tools to build and deploy predictive models without requiring technical expertise.
- Rationale: This competitor operates in a highly similar market segment with overlapping features.
- Company type: Private company
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- Total funding raised: $●●●m
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Lattice
HQ: United States
Website
- Description: Provider of data transformation solutions that turn dark data into structured data with human-caliber quality at machine-caliber scale. Born out of Stanford’s DeepDive research project, the company builds on the DeepDive statistical inference framework to deliver products for industry and government, unlocking the value of dark data for critical real-world problems.
- Rationale: This competitor operates in a highly similar market segment with overlapping features.
- Company type: Private company
- Employees: ●●●●●
- Total funding raised: $●●●m
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Loquendo
HQ: United States
Website
- Description: Provider of award-winning voice technologies—including speech recognition, speech synthesis, and speaker verification and identification—for speech-enabled applications. Founded in 2001 on Telecom Italia Lab’s legacy of more than 25 years of R&D and intellectual property in voice processing; now a private global company.
- Rationale: This competitor operates in a highly similar market segment with overlapping features.
- Company type: Private company
- Employees: ●●●●●
- Total funding raised: $●●●m
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Sama
HQ: United States
Website
- Description: Provider of high-accuracy data annotation solutions and training data for enterprise AI and machine learning models, specializing in image, video, language, and lidar; an industry pioneer with 15 years of experience trusted by leading companies including GM, Ford, Continental, and Google.
- Rationale: This competitor operates in a highly similar market segment with overlapping features.
- Company type: Private company
- Employees: ●●●●●
- Total funding raised: $●●●m
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Lyrebird
HQ: Canada
Website
- Description: Provider of next-generation speech synthesis technologies for developers, stemming from several months of research at the MILA lab at the University of Montréal.
- Rationale: This competitor operates in a highly similar market segment with overlapping features.
- Company type: Private company
- Employees: ●●●●●
- Total funding raised: $●●●m
- Backers: ●●●●●●●●●●
- Acquisitions: ●●
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2.M&A buyers
2.1 Potential strategic acquirers in the sector
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2.2 - Strategic buyer groups for PyTorch
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Buyer group 3: ████████ ████████
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3. Investors and private equity firms
3.1 - Buyout funds investing in similar companies to PyTorch
2.2 - Growth funds investing in similar companies to PyTorch
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4 - Top valuation comps for PyTorch
4.2 - Public trading comparable groups for PyTorch
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