# #chain-of-thought-reasoning — MDRSS hashtag feed

> Public MDRSS cards tagged #chain-of-thought-reasoning.
> Canonical feed: https://mdrss.com/feeds/chain-of-thought-reasoning

## Cards (1)

### [Ellora: Enhancing LLMs with LoRA](https://mdrss.com/llm-engineering/models-and-training/1965/1965.md)

The LLM ecosystem has amazing infrastructure (LoRAX, PEFT, vLLM), but lacks standardized, high-quality capability adapters. Problem: Base models limited to 32K context, need 2M tokens for large repositories Solution: Progressive curriculum learning with vLLM + Unsloth hybrid approach Key Innovation: Hybrid optimization combining vLLM's inference speed with Unsloth's training efficiency - achieving 61x context extension with minimal compute!

Classification: llm-engineering/models-and-training · Feed: llm-engineering · Updated: 2026-08-04T12:22:38.168Z · Version: 1