The best unilm alternatives

transformers

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.

Choose transformers if…

• Apache License 2.0 suits your use better than MIT License
• you want the more widely starred option (168.9k)
• you want the more recently updated codebase
• you specifically need audio or deep-learning

Shares llm, nlp with unilm.

LlamaFactory

hiyouga/LlamaFactory

Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)

Choose LlamaFactory if…

• Apache License 2.0 suits your use better than MIT License
• you want the more widely starred option (76.0k)
• you want the more recently updated codebase
• you specifically need agent or ai

Shares llm, nlp with unilm.

langextract

google/langextract

A Python library for extracting structured information from unstructured text using LLMs with precise source grounding and interactive visualization.

Choose langextract if…

• Apache License 2.0 suits your use better than MIT License
• you want the more widely starred option (39.3k)
• you want the more recently updated codebase
• you specifically need gemini or gemini-ai

Shares llm, nlp with unilm.

BentoML

bentoml/BentoML

The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!

Choose BentoML if…

• Apache License 2.0 suits your use better than MIT License
• you prefer a smaller, narrower project to a large one
• you want the more recently updated codebase
• you specifically need ai-inference or deep-learning

Shares llm, multimodal with unilm.

openmed

maziyarpanahi/openmed

Local-first healthcare AI: clinical NER and HIPAA PII de-identification on hardware you control. 2,200+ medical models, 35 model-backed PII languages, and Python, MLX, Android and browser runtimes. Apache-2.0 SDK.

Choose openmed if…

• Apache License 2.0 suits your use better than MIT License
• you want something your agent can install directly rather than a library to wire up yourself
• you prefer a smaller, narrower project to a large one
• you want the more recently updated codebase

Shares llm, nlp with unilm.

UltraRAG

OpenBMB/UltraRAG

A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines

Choose UltraRAG if…

• Apache License 2.0 suits your use better than MIT License
• you prefer a smaller, narrower project to a large one
• you want the more recently updated codebase
• you specifically need deepseek or demo

Shares llm, multimodal with unilm.

AdalFlow

SylphAI-Inc/AdalFlow

AdalFlow: The library to build & auto-optimize LLM applications.

Choose AdalFlow if…

• you prefer a smaller, narrower project to a large one
• you want the more recently updated codebase
• you specifically need agent or ai

Shares llm, nlp with unilm.

datasets

huggingface/datasets

🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools

Choose datasets if…

• Apache License 2.0 suits your use better than MIT License
• you want the more recently updated codebase
• you specifically need ai or artificial-intelligence

Shares llm, nlp with unilm.

ms-swift

modelscope/ms-swift

Use PEFT or Full-parameter to CPT/SFT/DPO/GRPO 600+ LLMs (Qwen3.8, DeepSeek-V4, GLM-5.1, InternLM3, Llama4, ...) and 300+ MLLMs (Qwen3-VL, Qwen3-Omni, InternVL3.5, Ovis2.5, GLM5.3, Gemma4, Llava, Phi4, ...) (AAAI 2025).

Choose ms-swift if…

• Apache License 2.0 suits your use better than MIT License
• you want the more recently updated codebase
• you specifically need deepseek or embedding

Shares llm, multimodal with unilm.

unstract

Zipstack/unstract

LLM-Driven Extraction of Unstructured Data — Built for API Deployments & ETL Pipeline Workflows

Choose unstract if…

• GNU Affero General Public License v3.0 suits your use better than MIT License
• you want something your agent can install directly rather than a library to wire up yourself
• you prefer a smaller, narrower project to a large one
• you want the more recently updated codebase

Shares document-ai, llm with unilm.

opensquilla

TokenRhythm/opensquilla

OpenSquilla — Token-Efficient AI Agent with same budget, higher intelligence density

Choose opensquilla if…

• Apache License 2.0 suits your use better than MIT License
• you want something your agent can install directly rather than a library to wire up yourself
• you prefer a smaller, narrower project to a large one
• you want the more recently updated codebase

Shares foundation-models, llm with unilm.

im-not-ai

epoko77-ai/im-not-ai

AI가 쓴 한글을 사람 글처럼 윤문하는 Claude 스킬 — Korean AI-text humanizer: detects and rewrites translationese, mechanical parallelism, and 71 other AI tells

Choose im-not-ai if…

• you want something your agent can install directly rather than a library to wire up yourself
• you prefer a smaller, narrower project to a large one
• you specifically need agent-skills or ai-detection

Shares llm, nlp with unilm.