Malaysian-Qwen2.5-7B-Reasoning-SFT

776
1
7.0B
2 languages
—
by
mesolitica
Other
OTHER
7B params
New
776 downloads
Early-stage
Try on Hugging FaceAdd to Compare
Edge AI:
Mobile
Laptop
Server
16GB+ RAM
Mobile
Laptop
Server
Quick Summary

AI model with specialized capabilities.

Device Compatibility

Mobile
4-6GB RAM
Laptop
16GB RAM
Server
GPU
Minimum Recommended
7GB+ RAM

Training Data Analysis

🔵 Good (6.0/10)

Researched training datasets used by Malaysian-Qwen2.5-7B-Reasoning-SFT with quality assessment

Specialized For

general
multilingual

Training Datasets (1)

c4
🔵 6/10
general
multilingual
Key Strengths
  • •Scale and Accessibility: 750GB of publicly available, filtered text
  • •Systematic Filtering: Documented heuristics enable reproducibility
  • •Language Diversity: Despite English-only, captures diverse writing styles
Considerations
  • •English-Only: Limits multilingual applications
  • •Filtering Limitations: Offensive content and low-quality text remain despite filtering

Explore our comprehensive training dataset analysis

View All Datasets

Code Examples

text
From: johor To: malay, score: 53.80150476295704
From: kedah To: malay, score: 59.656783756383994
From: pahang To: malay, score: 54.613757432364295
From: negeri sembilan To: malay, score: 51.792391481041555
From: kelantan To: malay, score: 51.31613831154433
From: penang To: malay, score: 55.92313437424021
From: melaka To: malay, score: 49.89166863202441
average: 53.85648267865083
text
From: johor To: malay, score: 53.80150476295704
From: kedah To: malay, score: 59.656783756383994
From: pahang To: malay, score: 54.613757432364295
From: negeri sembilan To: malay, score: 51.792391481041555
From: kelantan To: malay, score: 51.31613831154433
From: penang To: malay, score: 55.92313437424021
From: melaka To: malay, score: 49.89166863202441
average: 53.85648267865083
text
From: johor To: malay, score: 53.80150476295704
From: kedah To: malay, score: 59.656783756383994
From: pahang To: malay, score: 54.613757432364295
From: negeri sembilan To: malay, score: 51.792391481041555
From: kelantan To: malay, score: 51.31613831154433
From: penang To: malay, score: 55.92313437424021
From: melaka To: malay, score: 49.89166863202441
average: 53.85648267865083
text
From: johor To: malay, score: 53.80150476295704
From: kedah To: malay, score: 59.656783756383994
From: pahang To: malay, score: 54.613757432364295
From: negeri sembilan To: malay, score: 51.792391481041555
From: kelantan To: malay, score: 51.31613831154433
From: penang To: malay, score: 55.92313437424021
From: melaka To: malay, score: 49.89166863202441
average: 53.85648267865083
text
From: johor To: malay, score: 53.80150476295704
From: kedah To: malay, score: 59.656783756383994
From: pahang To: malay, score: 54.613757432364295
From: negeri sembilan To: malay, score: 51.792391481041555
From: kelantan To: malay, score: 51.31613831154433
From: penang To: malay, score: 55.92313437424021
From: melaka To: malay, score: 49.89166863202441
average: 53.85648267865083
text
From: johor To: malay, score: 53.80150476295704
From: kedah To: malay, score: 59.656783756383994
From: pahang To: malay, score: 54.613757432364295
From: negeri sembilan To: malay, score: 51.792391481041555
From: kelantan To: malay, score: 51.31613831154433
From: penang To: malay, score: 55.92313437424021
From: melaka To: malay, score: 49.89166863202441
average: 53.85648267865083
text
From: johor To: malay, score: 53.80150476295704
From: kedah To: malay, score: 59.656783756383994
From: pahang To: malay, score: 54.613757432364295
From: negeri sembilan To: malay, score: 51.792391481041555
From: kelantan To: malay, score: 51.31613831154433
From: penang To: malay, score: 55.92313437424021
From: melaka To: malay, score: 49.89166863202441
average: 53.85648267865083
text
From: johor To: malay, score: 53.80150476295704
From: kedah To: malay, score: 59.656783756383994
From: pahang To: malay, score: 54.613757432364295
From: negeri sembilan To: malay, score: 51.792391481041555
From: kelantan To: malay, score: 51.31613831154433
From: penang To: malay, score: 55.92313437424021
From: melaka To: malay, score: 49.89166863202441
average: 53.85648267865083
text
From: johor To: malay, score: 53.80150476295704
From: kedah To: malay, score: 59.656783756383994
From: pahang To: malay, score: 54.613757432364295
From: negeri sembilan To: malay, score: 51.792391481041555
From: kelantan To: malay, score: 51.31613831154433
From: penang To: malay, score: 55.92313437424021
From: melaka To: malay, score: 49.89166863202441
average: 53.85648267865083
text
From: johor To: malay, score: 53.80150476295704
From: kedah To: malay, score: 59.656783756383994
From: pahang To: malay, score: 54.613757432364295
From: negeri sembilan To: malay, score: 51.792391481041555
From: kelantan To: malay, score: 51.31613831154433
From: penang To: malay, score: 55.92313437424021
From: melaka To: malay, score: 49.89166863202441
average: 53.85648267865083
text
From: johor To: malay, score: 53.80150476295704
From: kedah To: malay, score: 59.656783756383994
From: pahang To: malay, score: 54.613757432364295
From: negeri sembilan To: malay, score: 51.792391481041555
From: kelantan To: malay, score: 51.31613831154433
From: penang To: malay, score: 55.92313437424021
From: melaka To: malay, score: 49.89166863202441
average: 53.85648267865083
text
From: johor To: malay, score: 53.80150476295704
From: kedah To: malay, score: 59.656783756383994
From: pahang To: malay, score: 54.613757432364295
From: negeri sembilan To: malay, score: 51.792391481041555
From: kelantan To: malay, score: 51.31613831154433
From: penang To: malay, score: 55.92313437424021
From: melaka To: malay, score: 49.89166863202441
average: 53.85648267865083
text
From: johor To: malay, score: 53.80150476295704
From: kedah To: malay, score: 59.656783756383994
From: pahang To: malay, score: 54.613757432364295
From: negeri sembilan To: malay, score: 51.792391481041555
From: kelantan To: malay, score: 51.31613831154433
From: penang To: malay, score: 55.92313437424021
From: melaka To: malay, score: 49.89166863202441
average: 53.85648267865083
text
From: johor To: malay, score: 53.80150476295704
From: kedah To: malay, score: 59.656783756383994
From: pahang To: malay, score: 54.613757432364295
From: negeri sembilan To: malay, score: 51.792391481041555
From: kelantan To: malay, score: 51.31613831154433
From: penang To: malay, score: 55.92313437424021
From: melaka To: malay, score: 49.89166863202441
average: 53.85648267865083
text
From: johor To: malay, score: 53.80150476295704
From: kedah To: malay, score: 59.656783756383994
From: pahang To: malay, score: 54.613757432364295
From: negeri sembilan To: malay, score: 51.792391481041555
From: kelantan To: malay, score: 51.31613831154433
From: penang To: malay, score: 55.92313437424021
From: melaka To: malay, score: 49.89166863202441
average: 53.85648267865083
text
From: johor To: malay, score: 53.80150476295704
From: kedah To: malay, score: 59.656783756383994
From: pahang To: malay, score: 54.613757432364295
From: negeri sembilan To: malay, score: 51.792391481041555
From: kelantan To: malay, score: 51.31613831154433
From: penang To: malay, score: 55.92313437424021
From: melaka To: malay, score: 49.89166863202441
average: 53.85648267865083
text
From: johor To: malay, score: 53.80150476295704
From: kedah To: malay, score: 59.656783756383994
From: pahang To: malay, score: 54.613757432364295
From: negeri sembilan To: malay, score: 51.792391481041555
From: kelantan To: malay, score: 51.31613831154433
From: penang To: malay, score: 55.92313437424021
From: melaka To: malay, score: 49.89166863202441
average: 53.85648267865083
text
From: johor To: malay, score: 53.80150476295704
From: kedah To: malay, score: 59.656783756383994
From: pahang To: malay, score: 54.613757432364295
From: negeri sembilan To: malay, score: 51.792391481041555
From: kelantan To: malay, score: 51.31613831154433
From: penang To: malay, score: 55.92313437424021
From: melaka To: malay, score: 49.89166863202441
average: 53.85648267865083
text
From: johor To: malay, score: 53.80150476295704
From: kedah To: malay, score: 59.656783756383994
From: pahang To: malay, score: 54.613757432364295
From: negeri sembilan To: malay, score: 51.792391481041555
From: kelantan To: malay, score: 51.31613831154433
From: penang To: malay, score: 55.92313437424021
From: melaka To: malay, score: 49.89166863202441
average: 53.85648267865083
text
From: johor To: malay, score: 53.80150476295704
From: kedah To: malay, score: 59.656783756383994
From: pahang To: malay, score: 54.613757432364295
From: negeri sembilan To: malay, score: 51.792391481041555
From: kelantan To: malay, score: 51.31613831154433
From: penang To: malay, score: 55.92313437424021
From: melaka To: malay, score: 49.89166863202441
average: 53.85648267865083
text
From: johor To: malay, score: 53.80150476295704
From: kedah To: malay, score: 59.656783756383994
From: pahang To: malay, score: 54.613757432364295
From: negeri sembilan To: malay, score: 51.792391481041555
From: kelantan To: malay, score: 51.31613831154433
From: penang To: malay, score: 55.92313437424021
From: melaka To: malay, score: 49.89166863202441
average: 53.85648267865083
text
From: johor To: malay, score: 53.80150476295704
From: kedah To: malay, score: 59.656783756383994
From: pahang To: malay, score: 54.613757432364295
From: negeri sembilan To: malay, score: 51.792391481041555
From: kelantan To: malay, score: 51.31613831154433
From: penang To: malay, score: 55.92313437424021
From: melaka To: malay, score: 49.89166863202441
average: 53.85648267865083
text
From: malay To: johor, score: 52.16692422736562
From: malay To: kedah, score: 53.25312749019
From: malay To: pahang, score: 53.94390758910295
From: malay To: negeri sembilan, score: 36.27480628354344
From: malay To: kelantan, score: 37.559315524669195
From: malay To: penang, score: 53.41504444742441
From: malay To: melaka, score: 65.06211074823777
average: 50.239319472933346
text
From: malay To: johor, score: 52.16692422736562
From: malay To: kedah, score: 53.25312749019
From: malay To: pahang, score: 53.94390758910295
From: malay To: negeri sembilan, score: 36.27480628354344
From: malay To: kelantan, score: 37.559315524669195
From: malay To: penang, score: 53.41504444742441
From: malay To: melaka, score: 65.06211074823777
average: 50.239319472933346
text
From: malay To: johor, score: 52.16692422736562
From: malay To: kedah, score: 53.25312749019
From: malay To: pahang, score: 53.94390758910295
From: malay To: negeri sembilan, score: 36.27480628354344
From: malay To: kelantan, score: 37.559315524669195
From: malay To: penang, score: 53.41504444742441
From: malay To: melaka, score: 65.06211074823777
average: 50.239319472933346
text
From: malay To: johor, score: 52.16692422736562
From: malay To: kedah, score: 53.25312749019
From: malay To: pahang, score: 53.94390758910295
From: malay To: negeri sembilan, score: 36.27480628354344
From: malay To: kelantan, score: 37.559315524669195
From: malay To: penang, score: 53.41504444742441
From: malay To: melaka, score: 65.06211074823777
average: 50.239319472933346
text
From: malay To: johor, score: 52.16692422736562
From: malay To: kedah, score: 53.25312749019
From: malay To: pahang, score: 53.94390758910295
From: malay To: negeri sembilan, score: 36.27480628354344
From: malay To: kelantan, score: 37.559315524669195
From: malay To: penang, score: 53.41504444742441
From: malay To: melaka, score: 65.06211074823777
average: 50.239319472933346
text
From: malay To: johor, score: 52.16692422736562
From: malay To: kedah, score: 53.25312749019
From: malay To: pahang, score: 53.94390758910295
From: malay To: negeri sembilan, score: 36.27480628354344
From: malay To: kelantan, score: 37.559315524669195
From: malay To: penang, score: 53.41504444742441
From: malay To: melaka, score: 65.06211074823777
average: 50.239319472933346
text
From: malay To: johor, score: 52.16692422736562
From: malay To: kedah, score: 53.25312749019
From: malay To: pahang, score: 53.94390758910295
From: malay To: negeri sembilan, score: 36.27480628354344
From: malay To: kelantan, score: 37.559315524669195
From: malay To: penang, score: 53.41504444742441
From: malay To: melaka, score: 65.06211074823777
average: 50.239319472933346
text
From: malay To: johor, score: 52.16692422736562
From: malay To: kedah, score: 53.25312749019
From: malay To: pahang, score: 53.94390758910295
From: malay To: negeri sembilan, score: 36.27480628354344
From: malay To: kelantan, score: 37.559315524669195
From: malay To: penang, score: 53.41504444742441
From: malay To: melaka, score: 65.06211074823777
average: 50.239319472933346
text
From: malay To: johor, score: 52.16692422736562
From: malay To: kedah, score: 53.25312749019
From: malay To: pahang, score: 53.94390758910295
From: malay To: negeri sembilan, score: 36.27480628354344
From: malay To: kelantan, score: 37.559315524669195
From: malay To: penang, score: 53.41504444742441
From: malay To: melaka, score: 65.06211074823777
average: 50.239319472933346
text
From: malay To: johor, score: 52.16692422736562
From: malay To: kedah, score: 53.25312749019
From: malay To: pahang, score: 53.94390758910295
From: malay To: negeri sembilan, score: 36.27480628354344
From: malay To: kelantan, score: 37.559315524669195
From: malay To: penang, score: 53.41504444742441
From: malay To: melaka, score: 65.06211074823777
average: 50.239319472933346
text
From: malay To: johor, score: 52.16692422736562
From: malay To: kedah, score: 53.25312749019
From: malay To: pahang, score: 53.94390758910295
From: malay To: negeri sembilan, score: 36.27480628354344
From: malay To: kelantan, score: 37.559315524669195
From: malay To: penang, score: 53.41504444742441
From: malay To: melaka, score: 65.06211074823777
average: 50.239319472933346
text
From: malay To: johor, score: 52.16692422736562
From: malay To: kedah, score: 53.25312749019
From: malay To: pahang, score: 53.94390758910295
From: malay To: negeri sembilan, score: 36.27480628354344
From: malay To: kelantan, score: 37.559315524669195
From: malay To: penang, score: 53.41504444742441
From: malay To: melaka, score: 65.06211074823777
average: 50.239319472933346
text
From: malay To: johor, score: 52.16692422736562
From: malay To: kedah, score: 53.25312749019
From: malay To: pahang, score: 53.94390758910295
From: malay To: negeri sembilan, score: 36.27480628354344
From: malay To: kelantan, score: 37.559315524669195
From: malay To: penang, score: 53.41504444742441
From: malay To: melaka, score: 65.06211074823777
average: 50.239319472933346
text
From: malay To: johor, score: 52.16692422736562
From: malay To: kedah, score: 53.25312749019
From: malay To: pahang, score: 53.94390758910295
From: malay To: negeri sembilan, score: 36.27480628354344
From: malay To: kelantan, score: 37.559315524669195
From: malay To: penang, score: 53.41504444742441
From: malay To: melaka, score: 65.06211074823777
average: 50.239319472933346
text
From: malay To: johor, score: 52.16692422736562
From: malay To: kedah, score: 53.25312749019
From: malay To: pahang, score: 53.94390758910295
From: malay To: negeri sembilan, score: 36.27480628354344
From: malay To: kelantan, score: 37.559315524669195
From: malay To: penang, score: 53.41504444742441
From: malay To: melaka, score: 65.06211074823777
average: 50.239319472933346
text
From: malay To: johor, score: 52.16692422736562
From: malay To: kedah, score: 53.25312749019
From: malay To: pahang, score: 53.94390758910295
From: malay To: negeri sembilan, score: 36.27480628354344
From: malay To: kelantan, score: 37.559315524669195
From: malay To: penang, score: 53.41504444742441
From: malay To: melaka, score: 65.06211074823777
average: 50.239319472933346
text
From: malay To: johor, score: 52.16692422736562
From: malay To: kedah, score: 53.25312749019
From: malay To: pahang, score: 53.94390758910295
From: malay To: negeri sembilan, score: 36.27480628354344
From: malay To: kelantan, score: 37.559315524669195
From: malay To: penang, score: 53.41504444742441
From: malay To: melaka, score: 65.06211074823777
average: 50.239319472933346
text
From: malay To: johor, score: 52.16692422736562
From: malay To: kedah, score: 53.25312749019
From: malay To: pahang, score: 53.94390758910295
From: malay To: negeri sembilan, score: 36.27480628354344
From: malay To: kelantan, score: 37.559315524669195
From: malay To: penang, score: 53.41504444742441
From: malay To: melaka, score: 65.06211074823777
average: 50.239319472933346
text
From: malay To: johor, score: 52.16692422736562
From: malay To: kedah, score: 53.25312749019
From: malay To: pahang, score: 53.94390758910295
From: malay To: negeri sembilan, score: 36.27480628354344
From: malay To: kelantan, score: 37.559315524669195
From: malay To: penang, score: 53.41504444742441
From: malay To: melaka, score: 65.06211074823777
average: 50.239319472933346
text
From: malay To: johor, score: 52.16692422736562
From: malay To: kedah, score: 53.25312749019
From: malay To: pahang, score: 53.94390758910295
From: malay To: negeri sembilan, score: 36.27480628354344
From: malay To: kelantan, score: 37.559315524669195
From: malay To: penang, score: 53.41504444742441
From: malay To: melaka, score: 65.06211074823777
average: 50.239319472933346
text
From: malay To: johor, score: 52.16692422736562
From: malay To: kedah, score: 53.25312749019
From: malay To: pahang, score: 53.94390758910295
From: malay To: negeri sembilan, score: 36.27480628354344
From: malay To: kelantan, score: 37.559315524669195
From: malay To: penang, score: 53.41504444742441
From: malay To: melaka, score: 65.06211074823777
average: 50.239319472933346
text
From: malay To: johor, score: 52.16692422736562
From: malay To: kedah, score: 53.25312749019
From: malay To: pahang, score: 53.94390758910295
From: malay To: negeri sembilan, score: 36.27480628354344
From: malay To: kelantan, score: 37.559315524669195
From: malay To: penang, score: 53.41504444742441
From: malay To: melaka, score: 65.06211074823777
average: 50.239319472933346

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