Junior LLM Researcher

6 days ago


Singapore MENLO RESEARCH PTE. LTD. Full time
Roles & Responsibilities

Homebrew is looking for a LLM Researcher/Engineer to fine-tune and train our own LLM models.


Responsibilities

  • Train and Fine-tune foundational LLM models (e.g. PEFT, Lora, QLora, latest research techniques)
  • Build and maintain LLM applications and infrastructure to meet business needs
  • Design LLM inference infrastructure to scalably deploy LLMs within infrastructural constraints
  • Research and utilize best of class tools within LLM ecosystem (e.g. Vector databases, LlamaIndex, etc)
  • Keep up with latest research around LLMs (e.g. sparse models, hardware-specific LLMs)
  • Research and keep up with latest use-cases of LLMs (e.g. RAG, Agents, etc)
  • Collaborate closely with LLM research teams to participate in foundation model research, specifically for training productivity-related LLMs.

Requirements

  • Experience with LLMs, including popular foundation models like Llama2, MPT
  • Experience with Training and Fine-tuning foundational LLM models
  • Experience with quantization techniques, including llama.cpp, GPTQ, etc
  • Experience with LLM related development, e.g. Llamaindex, Langchain, Vector DBs, Prompt Engineering etc
  • [Plus but not required] Experience running LLMs in production (e.g. Triton Inference Server, etc)

Tell employers what skills you have

Market Research
Machine Learning
Microsoft PowerPoint
Microsoft Office
Microsoft Excel
Data Analysis
Interpersonal Skills
SPSS
Economics
Python
Writing
Statistics
Publications
Crunch
Laboratory
Databases
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