Alternatives hub · graph-backed
dolly alternatives
In short
Top alternatives to dolly are ChatGLM-6B and FastChat, ranked by typed graph edges - inference-serving.
Not a popularity vote. Each alternative is a typed graph neighbor of dolly in Inference & Serving, LLM Frameworks - ranked by edge type and constraint overlap, with live GitHub stats shown for context.
dolly trust report - maintenance, provenance, and scan signals for dolly.
GraphCanon updated Sep 20, 2026 · GitHub pushed Jun 30, 2023
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Comparison table
Top graph-backed alternatives with live GitHub stars. Use the compare link for a full head-to-head.
| Alternative | Stars | Language | Relation | Why | Compare |
|---|---|---|---|---|---|
| ChatGLM-6B | 41k | Python | same category | An Open Bilingual Dialogue Language Model | Compare |
| FastChat | 40k | Python | same category | An open platform for training, serving, and evaluating large language models | Compare |
| gpt_academic | 71k | Python | same category | Provides practical interaction interfaces for GPT/GLM LLMs, optimized for academic paper reading, polishing, and writing | Compare |
| gpt4all | 77k | C++ | same category | Run Local LLMs on Any Device | Compare |
| llm-course | 83k | - | same category | Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks | Compare |
| LocalAI | 49k | Go | same category | Open-source AI engine for running various models on any hardware | Compare |
| ollama | 181k | Go | same category | Get up and running with Kimi, GLM, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models | Compare |
| open-webui | 152k | Python | same category | User-friendly AI Interface | Compare |
An Open Bilingual Dialogue Language Model
An open platform for training, serving, and evaluating large language models
Provides practical interaction interfaces for GPT/GLM LLMs, optimized for academic paper reading, polishing, and writing.
Run Local LLMs on Any Device
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
Open-source AI engine for running various models on any hardware
Get up and running with Kimi, GLM, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models.
User-friendly AI Interface
Opiniated RAG for integrating GenAI in your apps
🤗 Transformers: state-of-the-art machine learning models for text, vision, audio, and multimodal models
Self-hosted AI agent experience
A programming framework for agentic AI
ChatGPT 中文调教指南
A generative speech model for daily dialogue.
Persistent Context Across Sessions for Every Agent
Making large AI models cheaper, faster and more accessible
Up-to-date code documentation for LLMs and AI code editors
LLM-powered multi-market stock analysis system with multi-source market data, real-time news, decision dashboard, automated notifications, and cost-free scheduled runs.
Repository contains distilled LLM models derived from Qwen and LLaMA series for various commercial uses.
Repository lacking description with unspecified content related to AI development.
Deep learning optimization library for efficient distributed training and inference
Agent harness performance optimization system for AI agents and LLMs
21 Lessons for Getting Started with Generative AI
Compress tool outputs, logs, files, and RAG chunks before they reach the LLM.
When NOT to use dolly
Constraint-first guidance from category fit and live maintenance signals - not marketing copy.
- If your infrastructure does not support A100 GPUs or if you are unable to provision the required instance types in your region.
- When you prefer not to use the Databricks Machine Learning Platform for your model training and inference needs.
- If your project requires a model that is not licensed under Apache-2.0.
Related alternatives hubs
High-intent OSS-vs-OSS alternatives pages elsewhere in the graph (including vector-DB picks for Pinecone-style queries).
Head-to-head comparisons
Common questions
- What are the best alternatives to dolly?
- Graph-backed alternatives to dolly (11k GitHub stars) include ChatGLM-6B (41k stars, same category); FastChat (40k stars, same category); gpt_academic (71k stars, same category); gpt4all (77k stars, same category); llm-course (83k stars, same category). GraphCanon ranks them by typed relationship edges and constraint overlap, not marketing votes or raw star sort.
- How does GraphCanon rank dolly alternatives?
- Direct alternative and successor edges from the knowledge graph come first, ordered by edge type and shared constraint facets (persona, runtime, hosting). Category neighbours fill the list only after curated edges. Stars are shown for context, not as the primary sort.
- When should I avoid dolly?
- If your infrastructure does not support A100 GPUs or if you are unable to provision the required instance types in your region. When you prefer not to use the Databricks Machine Learning Platform for your model training and inference needs. If your project requires a model that is not licensed under Apache-2.0.
- Is dolly open source?
- Yes. dolly is an open-source project on GitHub under the Apache-2.0 license, with 10,808 stars.
- What is dolly used for?
- Dolly is a large language model available for inference and training. It can be used to generate responses to instructions and can be trained on the Databricks Machine Learning Platform.
- What category is dolly in?
- dolly is categorized under Inference & Serving, LLM Frameworks in the GraphCanon knowledge graph.
- How do dolly alternatives compare head-to-head?
- Each alternative has a neutral compare page against dolly, for example ChatGLM-6B vs dolly, FastChat vs dolly, gpt_academic vs dolly. Stats come from live GitHub metadata.
- Is there a machine-readable alternatives list?
- Yes. The markdown twin at dolly alternatives lists direct alternatives and same-category tools with internal links to each tool markdown page.
- Where are other high-intent alternatives hubs?
- Related P0 OSS-vs-OSS hubs: LangChain alternatives, LlamaIndex alternatives, Qdrant alternatives, FinRobot alternatives, free-llm-api-resources alternatives, caveman alternatives, rtk alternatives, unsloth alternatives, ollama alternatives. Vector-database intent (including Pinecone-style queries) is covered at Qdrant alternatives.
- Where can I see maintenance and security signals for dolly?
- GraphCanon publishes a sourced trust report for dolly at dolly trust report - maintenance posture, fork provenance, and dependency/MCP scan status with methodology tags. Not a safety grade.