CodeT5
Open source code understanding and generation models from Salesforce Research used for translation summarization and synthesis across many programming languages.
Pricing Free
Category research
Difficulty Beginner
Type Web App
Status Active
Elicit
AI research assistant for literature reviews, paper search, evidence tables and automated research reports with freemium access and paid tiers.
Pricing Free / $10 per month
Category research
Difficulty Beginner
Type Web App
Status Active
Feature Tags Comparison
Only in CodeT5
llmopen-sourcecodetranslationgeneration
Shared
None
Only in Elicit
literature-reviewsystematic-reviewsacademicpolicybiomed
Key Features
CodeT5
- • Open weights and examples for research and applied prototypes
- • Supports generation summarization translation and explanation
- • Encoder decoder design with variants for different sizes
- • Reference scripts datasets and evaluation guidance
- • Strong baselines on public coding benchmarks
- • Compatible with popular deep learning frameworks
Elicit
- • Paper search with AI ranked relevance and filters
- • PDF upload with table and claim extraction
- • Auto generated evidence tables and reports
- • Keyword search across PubMed and clinical trials
- • Research Agent workflows for broad overviews
- • Alerts that notify when new studies match topics
Use Cases
CodeT5
- → Bootstrap code assistants without external API reliance
- → Translate between languages or frameworks for migrations
- → Summarize long source files or PRs for reviewers
- → Label functions and generate docstrings for clarity
- → Build evaluation harnesses for coding tasks and RAG
- → Teach students about program synthesis with open weights
Elicit
- → Accelerate literature reviews for grant proposals
- → Build evidence tables for clinical or policy briefs
- → Map competitive landscapes and prior art quickly
- → Monitor new trials and studies with automated alerts
- → Extract outcomes and populations from uploaded PDFs
- → Prepare reading lists for product and UX research
Perfect For
CodeT5
researchers educators and developers who prefer open weights for code tasks and need reproducible baselines scripts and offline operation
Elicit
researchers evidence synthesis teams clinical affairs product and policy analysts students and faculty who need rigorous literature reviews with traceable sources
Capabilities
CodeT5
Synthesis and Docstrings Professional
Language to Language Intermediate
Long Files Intermediate
Fine Tuning Professional
Elicit
AI paper discovery Professional
Structured data from PDFs Professional
Reports and tables Professional
Alerts and updates Intermediate
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