Top 10 LLMs on Hugging Face & Use Cases

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Top 10 LLMs on Hugging Face & Use Cases

Please note that “top” can be subjective and based on various factors like downloads, recent interest, and on specific benchmarks. This list reflects a mix of widely used and influential models as of early May 2025.

1. mistralai/Mixtral-8x7B-Instruct-v0.1

: Instruction following, complex reasoning, code generation, creative writing, multilingual tasks.

View on Hugging Face

2. meta-llama/Llama-2-13b-chat-hf

Use Cases: Chatbots, dialogue generation, text summarization, question answering, content creation.

View on Hugging Face

3. tiiuae/falcon-7b

Use Cases: General-purpose language modeling, text generation, summarization, translation (smaller size makes it more accessible for some applications).

View on Hugging Face

4. google/flan-t5-xxl

Use Cases: Text-to-text tasks, translation, question answering, summarization, and other tasks framed as text generation.

View on Hugging Face

5. TheBloke/Mistral-7B-Instruct-v0.2-AWQ

Use Cases: Instruction following, creative writing, coding assistance, running efficiently on consumer hardware (AWQ quantized version).

View on Hugging Face

6. /codegen2-1B

Use Cases: Code generation, code completion, understanding and explaining code (smaller, specialized for code-related tasks).

View on Hugging Face

7. EleutherAI/gpt-neox-20b

Use Cases: Research, general-purpose language modeling, text generation, understanding complex text.

View on Hugging Face

8. StabilityAI/stablelm-tuned-alpha-7b

Use Cases: Dialogue generation, creative writing, instruction following (tuned for helpful and harmless responses).

View on Hugging Face

9. bigscience/bloom-7b1

Use Cases: Multilingual text generation, translation, research on large language models.

View on Hugging Face

10. microsoft/phi-2

Use Cases: Reasoning, language understanding, code generation (smaller, but surprisingly capable for its size).

View on Hugging Face

This list is not exhaustive and the landscape of on Hugging Face is constantly evolving. Explore the hub for many more interesting models!

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