Indian Flag
Government Of India
A-
A
A+

Phi-1 - Lightweight Transformer Model for Python Code Generation

A 1.3B parameter Transformer model specialized for Python code generation, trained on a mix of StackOverflow, competition code, Python textbooks, and synthetic datasets, achieving over 50% accuracy on HumanEval.

About Model

Phi-1 is a lightweight, code-specialized Transformer model developed by Microsoft, designed for basic Python coding tasks. Despite having a relatively small dataset compared to contemporary large language models (LLMs), it has demonstrated strong performance in generating functional Python code, making it a valuable tool for developers, researchers, and educational purposes.

Phi-1 - Lightweight Transformer Model for Python Code Generation

Metadata Metadata

MIT

Microsoft

Text Generation

N.A.

Open

Sector Agnostic

12/03/25 06:35:46

0

Activity Overview Activity Overview

  • Downloads0
  • Redirect 7
  • Views 209
  • File Size 0

Tags Tags

  • Code Generation
  • Instruction Following
  • Reasoning
  • Transformers
  • NLP
  • Microsoft

License Control License Control

MIT

More Models from Microsoft Corporation (India) Pvt. Ltd. More Models from Microsoft Corporation (India) Pvt. Ltd.

TAPEX: Large SQL Execution Model (Table Pre-training via Learning a Neural SQL Executor)
A large-sized TAPEX model pre-trained to simulate neural SQL execution, enabling the execution of SQL queries on given tables.
Transformers
SQLExecution
PreTrainedModel
TAPEX
DataRetrieval
NeuralExecutor
BART
  • See Upvoters0
  • Downloads5
  • File Size0
  • Views143
Updated 7 month(s) ago

MICROSOFT CORPORATION (INDIA) PVT. LTD.

TAPEX: Large Model (Table Pre-training via Learning a Neural SQL Executor)
A large-sized pre-trained model designed to enhance table-based question answering and fact verification tasks.
BART
TableQuestionAnswering
FactVerification
PreTrainedModel
LargeModel
  • See Upvoters0
  • Downloads5
  • File Size0
  • Views96
Updated 7 month(s) ago

MICROSOFT CORPORATION (INDIA) PVT. LTD.

TAPEX: TabFact Data enabled Large Finetuned (Table Pre-training via Learning a Neural SQL Executor) Model
A large-sized TAPEX model fine-tuned on the TabFact dataset, designed to enhance performance in table-based fact verification tasks.
FactVerification
NaturalLanguageProcessing
Transformers
BART
DataValidation
FineTunedModel
TabFact
TAPEX
  • See Upvoters0
  • Downloads5
  • File Size0
  • Views73
Updated 7 month(s) ago

MICROSOFT CORPORATION (INDIA) PVT. LTD.

TAPEX (Table Pre-training via Learning a Neural SQL Executor) Large Finetuned Model
A large-sized TAPEX model fine-tuned on the WikiTableQuestions dataset, designed to enhance performance in table-based question answering tasks.
TAPEX
TableQuestionAnswering
NaturalLanguageProcessing
Transformers
BART
DataExtraction
FineTunedModel
WikiTableQuestions
  • See Upvoters0
  • Downloads2
  • File Size0
  • Views96
Updated 7 month(s) ago

MICROSOFT CORPORATION (INDIA) PVT. LTD.

TAPEX: Base Model (Table Pre-training via Learning a Neural SQL Executor)
A base-sized pre-trained model designed to enhance table-based question answering and fact verification tasks.
BART
TableQuestionAnswering
FactVerification
PreTrainedModel
TabularData
  • See Upvoters0
  • Downloads3
  • File Size0
  • Views69
Updated 7 month(s) ago

MICROSOFT CORPORATION (INDIA) PVT. LTD.

TAPEX: WikiTable Questions Data enabled Base Finetuned (Table Pre-training via Learning a Neural SQL Executor) Model
A base-sized TAPEX model fine-tuned on the WikiTableQuestions dataset, designed to enhance performance in table-based question answering tasks.
NaturalLanguageProcessing
TableQuestionAnswering
TAPEX
WikiTableQuestions
FineTunedModel
DataExtraction
BART
Transformers
  • See Upvoters0
  • Downloads3
  • File Size0
  • Views81
Updated 7 month(s) ago

MICROSOFT CORPORATION (INDIA) PVT. LTD.

TAPEX: WikiSQL Data enabled Base Finetuned (Table Pre-training via Learning a Neural SQL Executor) Model
A large-sized TAPEX model fine-tuned on the WikiSQL dataset, optimized for translating natural language questions into SQL queries for effective table-based question answering.
Transformers
NaturalLanguageProcessing
SQLQueryGeneration
TAPEX
WikiSQL
FineTunedModel
DataRetrieval
BART
  • See Upvoters0
  • Downloads5
  • File Size0
  • Views82
Updated 7 month(s) ago

MICROSOFT CORPORATION (INDIA) PVT. LTD.

TAPEX: TabFact Data enabled Base Finetuned (Table Pre-training via Learning a Neural SQL Executor) Model
A base-sized TAPEX model fine-tuned on the TabFact dataset, tailored for verifying the factual accuracy of textual statements against tabular data.
FactVerification
TAPEX
TabFact
FineTunedModel
DataValidation
BART
Transformers
NaturalLanguageProcessing
  • See Upvoters0
  • Downloads4
  • File Size0
  • Views74
Updated 7 month(s) ago

MICROSOFT CORPORATION (INDIA) PVT. LTD.

TAPEX: Base Finetuned (Table Pre-training via Learning a Neural SQL Executor) Model
A base-sized TAPEX model fine-tuned on the WikiSQL dataset, designed to enhance performance in table-based question answering tasks.
DataExtraction
NaturalLanguageProcessing
Transformers
BART
TableQuestionAnswering
FineTunedModel
WikiSQL
TAPEX
  • See Upvoters0
  • Downloads5
  • File Size0
  • Views104
Updated 7 month(s) ago

MICROSOFT CORPORATION (INDIA) PVT. LTD.

BiomedBERT - Domain-Specific Biomedical Language Model
A biomedical NLP model pre-trained from scratch on abstracts and full-text articles from PubMed and PubMed Central, achieving state-of-the-art performance on biomedical language understanding tasks.
Transformers
inference endpoints
exbert
Bert
English
JAX
PyTorch
Fill-Mask
  • See Upvoters0
  • Downloads72
  • File Size0
  • Views967
Updated 10 month(s) ago

MICROSOFT CORPORATION (INDIA) PVT. LTD.