salesforce/CodeTF

Health v2 · maintenance only

Flags: archived

Adoption not part of the score

1480 stars · 95 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

CodeTF is a Python transformer library for code large language models, providing unified interfaces for training, fine-tuning, and inference on code intelligence tasks like code generation, summarization, and translation. It also includes tree-sitter-based AST utilities for parsing and manipulating source code across many programming languages.

Use cases

• generate code with large language models
• fine-tune a code LLM on my own dataset
• summarize source code automatically
• translate code between programming languages
• evaluate code models on HumanEval
• extract function names and comments from source code via AST
• remove comments from code files in bulk

When to choose

• you want a unified API over multiple SOTA code LLMs
• you need both model inference and AST-based code utilities in one library
• you want to benchmark code models on standard code intelligence tasks

When to avoid

• you need a production LLM serving stack with high-throughput batching
• you only need a general-purpose LLM library without code-specific features
• you need non-Python integration

Facets

library · maturity active

machine-learning llm-inference llm-training parser nlp transformers large-language-models machine-learning developer-tools programming-languages python cross-platform code-llm code-generation code-intelligence tree-sitter ast-parsing model-zoo fine-tuning human-eval benchmarking natural-language-processing gpu

Member repositories

For agents

markdown · JSON · MCP: product_card(name="salesforce/CodeTF")