Senior Researcher - Diffusion-Based Large Language Models
Montreal, Quebec, Canada
CAD 121K-225K (estimate) Senior-level Full Time
Tasks
- Analyze experimental results
- Collaborate on data curation and evaluation
- Contribute to open-source libraries
- Design diffusion based LLM architectures
- Develop non autoregressive text generation models
- Implement and debug distributed training pipelines
- Implement fine tuning and RLHF pipelines
- Improve sample quality and controllability
- Propose novel research ideas
- Publish research papers
- Reduce inference latency and compute cost
- Run large scale training experiments
- Scale diffusion LLMs to long context
- Supervise and mentor researchers and engineers
Perks/Benefits
Skills/Tech-stack
Accelerate | Autoregressive models | Custom Training Loops | DeepSpeed | Denoising Diffusion | Diffusers | Diffusion Models | Distributed Training | Evaluation | Flow matching | Generative Modeling | Hugging Face | Hugging Face Transformers | Language Processing | Large-scale | Large-scale experimentation | Machine Learning | Megatron-LM | Natural Language | Natural Language Processing | Non Autoregressive Models | Optimization | Probabilistic Modeling | PyTorch | Python | Representation Learning | Score Based Models | Training loops | Transformer | VLLM
Education
Roles
Research Scientist | Researcher | Scientist | Senior Researcher
Regions
Countries
States
Cities
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