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DeepSeek Coder 1.3B

by DeepSeek · Released Jan 2024

Open Source
3.2
avg score
Rank #233
Compare
Better than 0% of all models
Context
N/A
Input $/1M
TBD
Output $/1M
TBD
Type
text
License
Open Source
Benchmarks
4 tested
Data updated today
About

Tested on 4 benchmarks with 3.2% average. Top scores: Winogrande (6.6%), GSM8K (4.4%), MMLU (1.1%).

Capabilities
math
4.4
#196 globally
knowledge
2.7
#224 globally
Benchmark Scores
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Tested on 4 benchmarks · Ranked across 2 categories
Score Distribution (all 233 models)
0255075100
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GSM8K

Grade school math word problems. 8,500 problems testing multi-step arithmetic reasoning. A foundational math benchmark.

4.4
Winogrande

Commonsense coreference resolution. Tests understanding of pronoun references in ambiguous sentences.

6.6
MMLU

Massive Multitask Language Understanding. 57 subjects from STEM, humanities, and social sciences. The most widely-cited knowledge benchmark.

1.1
ARC AI2

AI2 Reasoning Challenge. Grade-school science questions requiring multi-step reasoning. Easy and Challenge sets test different difficulty levels.

0.5
Excellent (85+) Good (70-85) Average (50-70) Below (<50)
Links
Documentation
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BenchGecko API
deepseek-coder-1-3b
Specifications
  • Typetext
  • ContextN/A
  • ReleasedJan 2024
  • LicenseOpen Source
  • Statusbenchmark-only
Available On
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DeepSeek Coder 1.3B is an open-source text AI model by DeepSeek, released in January 2024. It has an average benchmark score of 3.2.