Alternatives to huggingface/transformers

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

Source: huggingface/transformers · SPDX licence: Apache-2.0

Comparable repositories

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• optimalscale/lmflow · An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All. · Apache-2.0
• adaswarm/adaswarm · SwarmLoss: a PyTorch loss that trains through non-convex and non-differentiable objectives by fusing particle-swarm optimisation with gradient-based optimisers like Adam. · MIT
• vllm-project/vllm · A high-throughput and memory-efficient inference and serving engine for LLMs · Apache-2.0
• ollama/ollama · Get up and running with Kimi, GLM, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models. · MIT
• tensorflow/tensorflow · An Open Source Machine Learning Framework for Everyone · Apache-2.0
• qwenlm/qwen · The official repo of Qwen (通义千问) chat & pretrained large language model proposed by Alibaba Cloud. · Apache-2.0
• openinterpreter/openinterpreter · A coding agent for open models like Kimi K3 and GLM 5.3 · Apache-2.0
• rubixml/ml · A high-level machine learning and deep learning library for the PHP language. · MIT
• superlinked/sie · Open-source inference server and production cluster for all the models your agent needs. · Apache-2.0

Comparison from the dated registry snapshot. Review each project and licence independently.