Junior Llm Researcher

2 weeks ago

Singapore MENLO RESEARCH PTE. LTD. Full time

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)
- 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)

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