YI 34B
YI 34B China’s 01 AI developed a new language model called Yi 34B. Right now, this model holds the top spot on the Hugging Face Open LLM leaderboard. The company’s goal is to develop bilingual models that are capable of speaking Chinese and English. The model may now be trained on up to 32K tokens, compared to its original 4K token context window.
It’s impressive that the company recently released a 200,000 token version of the 34B model. These models can be licensed for commercial usage and are available for research purposes. With 3 trillion tokens under its belt, the 34B model excels in arithmetic and coding. Benchmarks for both the supervised fine-tuned conversation models and the base models have been made available by the company. There are multiple 4-bit and 8-bit versions available for the model.
Features:
- Massive Parameter Size: YI 34B boasts a massive parameter size, enabling it to capture intricate linguistic nuances and generate contextually relevant text.
- Robust Architecture: With its robust architecture and extensive fine-tuning, YI 34B demonstrates superior performance in language-related tasks, including text generation and sentiment analysis.
- Scalability: Despite its size, YI 34B maintains scalability and efficiency, making it suitable for deployment in resource-constrained environments.
Top 10 Open-Source LLM Models – Large Language Models
Large language models, or LLMs, are essential to the present revolution in generative AI. Language models and interpreters are artificial intelligence (AI) systems that are based on transformers, a potent neural architecture. They are referred to as “large” because they contain hundreds of millions, if not billions, of pre-trained parameters derived from a vast corpus of text data.
In this article, we’ll look at the Top 10 open-source LLMs that will be available in 2024. Even though ChatGPT and (proprietary) LLMs have only been around for a year, the open-source community has made significant progress, and there are now numerous open-source LLMs available for various applications. Read on to discover the most popular!
Top 10 Open-Source LLM Models
- 1. LLaMA 2
- 2. BLOOM
- 3. BERT (Bidirectional Encoder Representations from Transformers)
- 4. Falcon 180B
- 5. OPT-175B
- 6. XGen-7B
- 7. GPT-NeoX and GPT-NeoX
- 8. Vicuna 13-B
- 9. YI 34B
- 10. Mixtral 8x7B