v0.3.0: vLLM plugin, FLUX support, SDK 2.24

What's Changed

• chore: bump aws neuron sdk version to 2.24.0 by @JingyaHuang in #856
• Add BlackForest Flux Support by @JingyaHuang in #815

Inference

• [LLM] Reenable on device sampling for (almost) all configurations by @dacorvo in #886
• Add vLLM plugin by @dacorvo in #888
• Move NEURON_FUSE_SOFTMAX and NEURON_CUSTOM_SILU env var to diffusers model loading by @JingyaHuang in #889
• Update LLM benchmarks by @dacorvo in #895
• Bump accelerate to 1.3.0 + peft to 0.15.2+diffusers>=0.31.0 by @JingyaHuang in #901
• chore: move inference modeling code by @JingyaHuang in #902

Training

• Few inference fixes by @tengomucho in #880
• Auto model classes for custom modeling by @michaelbenayoun in #883
• Finetune llm example by @michaelbenayoun in #894

General

• Remove is_torch_xla_available and is_neuronx_available by @michaelbenayoun in #884
• Type hint cleaning by @michaelbenayoun in #887

Documentation

• doc(vllm): change reco for models that are not cached by @dacorvo in #899
• Remove example scripts by @michaelbenayoun in #893
• ci: align doc workflow on doc-pr by @dacorvo in #896
• Update README by @michaelbenayoun in #900
• Benchmark on TGI + optimum-neuron by @jlonge4 in #904

Full Changelog: v0.2.2...v0.3.0