Elevating Domain-Specific Model Performance with Precision Task-Specific Fine-Tuning
pandalla
company
AI & ML interests
DataTager, Panda Villa Tech Limited
Organization Card
Panda Villa Tech Limited
Grow Together ⭐
[GitHub | DataTager]
Long-term Focus:
- Our company is dedicated to long-term specialization in synthetic data, metaphysics, and psychology LLM, exploring how these fields can intersect with AI.
Product: DataTager
Website: DataTager.com
- Description: DataTager is a tool designed to evaluate and generate the training data needed for large language models. We believe it's more important for individuals and enterprises to fine-tune large models easily and create models tailored to their specific business needs, rather than just choosing models with the highest benchmarks.
Philosophy:
- We published a paper titled "AnyTaskTune," advocating that Task Fine-Tuning based on real-world scenarios is crucial. This approach is more significant than using universally high-scoring models.
Resources:
- We have open-sourced various subtask datasets across multiple domains to support the community. These resources are available on our website for anyone interested in specific task fine-tuning.
Explore more on how to fine-tune your tasks efficiently with our resources at DataTager.com.
Collections
6
Elevating Domain-Specific Model Performance with Precision Task-Specific Fine-Tuning
-
pandalla/datatager_clinical_question_enhancement
Viewer • Updated • 13.5k • 49 • 3 -
pandalla/datatager_extract_med_information
Viewer • Updated • 13.8k • 64 • 1 -
pandalla/datatager_symptom_recognition_and_advice
Viewer • Updated • 10.6k • 47 -
pandalla/datatager_standard_med_question
Viewer • Updated • 20.2k • 50
models
38
pandalla/ChatLaw2-MoE
Feature Extraction
•
Updated
•
50
•
6
pandalla/ChatLaw2E_plain_7B
Feature Extraction
•
Updated
•
22
•
1
pandalla/ChatLaw2_plain_7B
Feature Extraction
•
Updated
•
14
pandalla/MBTIGPT_en_ESFP
Text Generation
•
Updated
•
22
pandalla/MBTIGPT_en_ESTP
Text Generation
•
Updated
•
14
pandalla/MBTIGPT_en_ISFP
Text Generation
•
Updated
•
40
•
1
pandalla/MBTIGPT_en_ISTP
Text Generation
•
Updated
•
27
pandalla/MBTIGPT_en_ESFJ
Text Generation
•
Updated
•
20
pandalla/MBTIGPT_en_ESTJ
Text Generation
•
Updated
•
16
pandalla/MBTIGPT_en_ISFJ
Text Generation
•
Updated
•
15
datasets
16
pandalla/pandalla-math-dataset-v1.0
Updated
•
20
•
2
pandalla/datatager_social_and_emotional_risk_assessment
Viewer
•
Updated
•
5.03k
•
44
•
2
pandalla/datatager_standard_med_question
Viewer
•
Updated
•
20.2k
•
50
pandalla/datatager_hospital_service_feedback_analysis
Viewer
•
Updated
•
5.66k
•
33
pandalla/datatager_standard_finance_question
Viewer
•
Updated
•
7.75k
•
48
•
1
pandalla/datatager_legal_question_enhancement
Viewer
•
Updated
•
15.1k
•
46
•
2
pandalla/datatager_legal_extract_information
Viewer
•
Updated
•
29.5k
•
55
•
2
pandalla/datatager_legal_risk_assessor
Viewer
•
Updated
•
6.67k
•
55
•
1
pandalla/datatager_legal_split_cases
Viewer
•
Updated
•
33k
•
46
•
1
pandalla/datatager_llm_resume_scoring
Viewer
•
Updated
•
1.57k
•
40
•
13