boltuix commited on
Commit
525d3a4
ยท
verified ยท
1 Parent(s): 53571e1

Update README.md

Browse files
Files changed (1) hide show
  1. README.md +1 -31
README.md CHANGED
@@ -219,34 +219,4 @@ Input: Please [MASK] the door before leaving.
219
  ---
220
 
221
 
222
- # ๐ŸŒŸ Why bert-lite (boltuix/bert-lite) is the Best ๐ŸŒŸ
223
-
224
- - **Edge-Optimized Efficiency** โšก
225
- - Outshines `bert-mini` with blazing-fast inference, tailored for real-time use on constrained hardware like IoT devices and wearables.
226
-
227
- - **Smaller Footprint** ๐Ÿ’ฝ
228
- - Quantized design likely pushes its size below `bert-mini`โ€™s ~44MB, making it the ultimate choice for minimal storage needs on edge systems.
229
-
230
- - **Enhanced Training Data** ๐Ÿ“š
231
- - Trained on Wikipedia, BookCorpus, MNLI, and sentence-transformers/all-nli, giving it an edge over `bert-mini`โ€™s standard dataset with specialized NLI strength.
232
-
233
- - **Modern Release** ๐Ÿ†™
234
- - v1.1, released April 04, 2025, reflects cutting-edge advancements, unlike `bert-mini`โ€™s older, pre-2025 origins.
235
-
236
- - **Eco-Friendly Design** ๐ŸŒฑ
237
- - Ultra-low energy consumption makes it a sustainable winner, surpassing `bert-mini` in environmental impact for green AI applications.
238
-
239
- - **Contextual Power** ๐Ÿ”
240
- - Strong bidirectional context optimized for disambiguation, potentially matching or exceeding `bert-mini` despite a lighter build.
241
-
242
- - **Niche Versatility** ๐ŸŽฏ
243
- - Perfect for smart homes ๐Ÿ , wearables โŒš, and offline assistants, outpacing `bert-mini`โ€™s broader but less specialized use cases.
244
-
245
- - **Flexible License** ๐Ÿ“œ
246
- - MIT License offers unrestricted freedom to use, modify, and share, slightly more permissive than `bert-mini`โ€™s typical Apache 2.0.
247
-
248
- - **Competitive Accuracy** โœ…
249
- - Matches `bert-mini`โ€™s ~90-97% of BERT-base performance, but with a custom design that excels in edge-specific tasks like NLI.
250
-
251
- - **Future-Ready** ๐Ÿš€
252
- - Built for the next wave of AIโ€”think IoT and real-time NLPโ€”making it more forward-looking than the general-purpose `bert-mini`.
 
219
  ---
220
 
221
 
222
+