Running Open-Source LLMs on CPU Inference for Document Q&A

Clearly explained step-by-step guide on using C Transformers, GGML, and LangChain for running LLM Python applications on CPU instances

---

Context

---

Tools

---

Files

---

References

• https://github.com/marella/ctransformers
• https://huggingface.co/TheBloke
• https://python.langchain.com/en/latest/integrations/ctransformers.html
• https://python.langchain.com/en/latest/modules/models/llms/integrations/ctransformers.html
• https://python.langchain.com/docs/ecosystem/integrations/ctransformers
• https://github.com/rustformers/llm/blob/main/crates/ggml/README.md
• https://huggingface.co/TheBloke/MPT-7B-Instruct-GGML