tinycompany / ShawtyIsBad-bgem3

huggingface.co
Total runs: 17
24-hour runs: -1
7-day runs: -6
30-day runs: 0
Model's Last Updated: März 08 2025
text-generation

Introduction of ShawtyIsBad-bgem3

Model Details of ShawtyIsBad-bgem3

Test Log 08 March 2025

First Test:

Mean Perplexity : tested on wikitext-2-raw-v1 , ~2k English samples was 1391.7575478298118

Second Test

Evaluated the tokenizer's performance on:

  • Unicode coverage.
  • Token distribution.
  • Tokenization complexity across different scripts.
  • Encoding and decoding capabilities &
  • Edge cases e.g., special characters, numbers, etc.
  • 1k samples: 500 Hindi, 500 English
1. Edge Case Handling
Language Test Type Token Count Unique Tokens
Hindi Script Test 14 13
Unicode Test 21 21
Special Characters 19 19
English Script Test 16 15
Unicode Test 14 14
Special Characters 18 18
2. Unicode Coverage
Language Coverage Ratio Token Count Unique Tokens
Hindi 100% 21 21
English 100% 14 14
3. Complexity
Language Original Length Token Count Avg Token Length Token Diversity
Hindi 49 14 9.07 0.928
English 65 16 4.06 0.937
4. Encoding-Decoding Capabilities
Hindi Analysis:
Original Text: नमस्ते, मैं भारत से हूँ। दिल्ली बहुत बड़ा शहर है।
Token IDs Count: 14
Token Strings: ['नम', 'सà¥įतà¥ĩ', ',', 'Ġमà¥Īà¤Ĥ', 'Ġà¤Ńारत', 'Ġसà¥ĩ', 'Ġहà¥Ĥà¤ģ', '।', 'Ġदिलà¥įलà¥Ģ', 'Ġबहà¥ģत', 'Ġबड़ा', 'Ġशहर', 'Ġहà¥Ī', '।']
Decoded Text: नमस्ते, मैं भारत से हूँ। दिल्ली बहुत बड़ा शहर है।
Text Reconstruction: True

Hindi Analysis:
Original Text: हिंदी भाषा बहुत सुंदर है।
Token IDs Count: 7
Token Strings: ['ह', 'िà¤Ĥदà¥Ģ', 'Ġà¤Ńाषा', 'Ġबहà¥ģत', 'Ġसà¥ģà¤Ĥदर', 'Ġहà¥Ī', '।']
Decoded Text: हिंदी भाषा बहुत सुंदर है।
Text Reconstruction: True

Hindi Analysis:
Original Text: मुझे किताबें पढ़ना पसंद है।
Token IDs Count: 7
Token Strings: ['म', 'à¥ģà¤Ŀà¥ĩ', 'Ġà¤ķिताबà¥ĩà¤Ĥ', 'Ġपढ़ना', 'Ġपसà¤Ĥद', 'Ġहà¥Ī', '।']
Decoded Text: मुझे किताबें पढ़ना पसंद है।
Text Reconstruction: True

Hindi Analysis:
Original Text: यह एक उदाहरण वाक्य है।
Token IDs Count: 6
Token Strings: ['यह', 'Ġà¤ıà¤ķ', 'Ġà¤īदाहरण', 'Ġवाà¤ķà¥įय', 'Ġहà¥Ī', '।']
Decoded Text: यह एक उदाहरण वाक्य है।
Text Reconstruction: True

English Analysis:
Original Text: Hello, I am from India. Delhi is a big city.
Token IDs Count: 13
Token Strings: ['Hello', ',', 'ĠI', 'Ġam', 'Ġfrom', 'ĠIndia', '.', 'ĠDelhi', 'Ġis', 'Ġa', 'Ġbig', 'Ġcity', '.']
Decoded Text: Hello, I am from India. Delhi is a big city.
Text Reconstruction: True

English Analysis:
Original Text: The English language is widely spoken.
Token IDs Count: 7
Token Strings: ['The', 'ĠEnglish', 'Ġlanguage', 'Ġis', 'Ġwidely', 'Ġspoken', '.']
Decoded Text: The English language is widely spoken.
Text Reconstruction: True

English Analysis:
Original Text: I enjoy reading books.
Token IDs Count: 5
Token Strings: ['I', 'Ġenjoy', 'Ġreading', 'Ġbooks', '.']
Decoded Text: I enjoy reading books.
Text Reconstruction: True

English Analysis:
Original Text: This is an example sentence.
Token IDs Count: 6
Token Strings: ['This', 'Ġis', 'Ġan', 'Ġexample', 'Ġsentence', '.']
Decoded Text: This is an example sentence.
Text Reconstruction: True

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Runs of tinycompany ShawtyIsBad-bgem3 on huggingface.co

17
Total runs
-1
24-hour runs
-1
3-day runs
-6
7-day runs
0
30-day runs

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ShawtyIsBad-bgem3 huggingface.co is an AI model on huggingface.co that provides ShawtyIsBad-bgem3's model effect (), which can be used instantly with this tinycompany ShawtyIsBad-bgem3 model. huggingface.co supports a free trial of the ShawtyIsBad-bgem3 model, and also provides paid use of the ShawtyIsBad-bgem3. Support call ShawtyIsBad-bgem3 model through api, including Node.js, Python, http.

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ShawtyIsBad-bgem3 is an open source model from GitHub that offers a free installation service, and any user can find ShawtyIsBad-bgem3 on GitHub to install. At the same time, huggingface.co provides the effect of ShawtyIsBad-bgem3 install, users can directly use ShawtyIsBad-bgem3 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

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https://huggingface.co/tinycompany/ShawtyIsBad-bgem3

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Total runs: 2
Run Growth: 2
Growth Rate: 100.00%
Updated:Juni 12 2025