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README.md
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- **Production inference**: a dedicated serving stack built for throughput and low latency.
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- **Interoperability**: straightforward workflows with Hugging Face models and assets.
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- **Hackability**: implementations you can actually read, debug, and modify.
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## Core components
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- **Model library (70+ architectures)**: text models, vision-language models, speech models (Whisper), and more.
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- **Training & fine-tuning**: supervised fine-tuning plus multiple alignment paradigms (preference optimization and RL-style training), and distillation workflows.
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- **eSurge (serving engine)**: continuous batching, paged KV cache, and OpenAI-compatible APIs (plus multimodal endpoints where applicable).
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- **eLargeModel (ELM)**: a configuration-driven interface for end-to-end workflows (load → shard → train → evaluate → serve).
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- **Conversion utilities**: convert PyTorch checkpoints to EasyDeL checkpoints, and generate model cards/metadata during export.
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## Where it fits
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EasyDeL is a good fit if you:
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- want to train or serve large models on JAX with real sharding strategies,
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- need a unified training + serving stack rather than a pile of scripts,
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- care about performance but also want to iterate quickly and customize internals,
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- want compatibility with common Hugging Face assets and workflows.
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## License
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EasyDeL is released under the Apache-2.0 license.
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- **Production inference**: a dedicated serving stack built for throughput and low latency.
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- **Interoperability**: straightforward workflows with Hugging Face models and assets.
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- **Hackability**: implementations you can actually read, debug, and modify.
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