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README.md
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---
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license: apache-2.0
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tags:
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- speculators
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- eagle
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- speculative-decoding
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---
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# Eagle Llama 3.1 8B Instruct
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This is a converted Eagle speculator checkpoint for Llama 3.1 8B Instruct, compatible with the [speculators](https://github.com/neuralmagic/speculators) library.
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## Model Details
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- **Original checkpoint**: [yuhuili/EAGLE-LLaMA3.1-Instruct-8B](https://huggingface.co/yuhuili/EAGLE-LLaMA3.1-Instruct-8B)
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- **Base model**: [meta-llama/Meta-Llama-3.1-8B-Instruct](https://huggingface.co/meta-llama/Meta-Llama-3.1-8B-Instruct)
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- **Architecture**: EAGLE (standard, without layernorms)
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- **Size**: 481MB
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## Usage
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```python
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from speculators.models.eagle import EagleSpeculator
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from transformers import AutoModelForCausalLM
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# Load the Eagle speculator
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eagle_model = EagleSpeculator.from_pretrained("nm-testing/eagle-llama3.1-8b-instruct")
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# Attach verifier model
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verifier = AutoModelForCausalLM.from_pretrained("meta-llama/Meta-Llama-3.1-8B-Instruct")
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eagle_model.attach_verifier(verifier)
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# Use for speculative decoding
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# ... your speculative decoding code here ...
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```
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## Conversion Details
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This checkpoint was converted using:
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```bash
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speculators convert --eagle \
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yuhuili/EAGLE-LLaMA3.1-Instruct-8B \
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./eagle-standard-converted \
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meta-llama/Meta-Llama-3.1-8B-Instruct
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```
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## License
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Apache 2.0
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