Updated phrasing for readme
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README.md
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@@ -19,7 +19,6 @@ BitAgent-8B is an open-source, tool-calling language model fine-tuned and incent
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## Key Features
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- **Enhanced Tool Usage**: Fine-tuned to select, utilize, and chain functions from a toolset effectively.
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- **Multi-Turn Dialogue**: Maintains context across turns, enabling complex tasks with step-by-step interactions.
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- **BFCL-Style Adherence**: Engineered for strong performance on the [Berkeley Function Calling Leaderboard](https://gorilla.cs.berkeley.edu/leaderboard.html).
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- **Decentralized & Community Driven**: Developed and hosted on a global, miner-supported network (Subnet #20 on Bittensor), encouraging open contribution and verifying model performance without reliance on centralized resources.
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@@ -41,7 +40,7 @@ While some high-ranking small-form models on BFCL appear to overfit specific fun
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**BitAgent-8B** was developed with an **incentive mechanism** on Bittensor Subnet #20:
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- Miners contributed compute to fine-tune and host candidate models.
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- Validators continuously tested these models on domain-specific tool-calling prompts.
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This ecosystem ensures BitAgent-8B remains:
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1. **Adaptable** to new tasks.
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## Key Features
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- **Enhanced Tool Usage**: Fine-tuned to select, utilize, and chain functions from a toolset effectively.
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- **BFCL-Style Adherence**: Engineered for strong performance on the [Berkeley Function Calling Leaderboard](https://gorilla.cs.berkeley.edu/leaderboard.html).
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- **Decentralized & Community Driven**: Developed and hosted on a global, miner-supported network (Subnet #20 on Bittensor), encouraging open contribution and verifying model performance without reliance on centralized resources.
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**BitAgent-8B** was developed with an **incentive mechanism** on Bittensor Subnet #20:
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- Miners contributed compute to fine-tune and host candidate models.
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- Validators continuously tested these models on domain-specific tool-calling prompts.
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- Incentive mechanism drove iterative improvements and overcame overfitting pitfalls.
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This ecosystem ensures BitAgent-8B remains:
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1. **Adaptable** to new tasks.
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