A finetuned 7 billion parameters Code LLaMA - Instruct model to generate Solidity smart contract using 4-bit QLoRA finetuning provided by PEFT library.
Model details →AlfredPros: CodeLLaMa 7B Instruct Solidity vs OpenAI: GPT-3.5 Turbo (older v0613)
AlfredPros: CodeLLaMa 7B Instruct Solidity wins on 3 of 6 axes — pricing and capability skew in its favour for most workloads.
GPT-3.5 Turbo is OpenAI's fastest model. It can understand and generate natural language or code, and is optimized for chat and traditional completion tasks. Training data up to Sep 2021.
Model details →Side-by-side comparison
| Capability | AlfredPros: CodeLLaMa 7B Instruct Solidity | OpenAI: GPT-3.5 Turbo (older v0613) | Winner |
|---|---|---|---|
| Context window Maximum number of input tokens the model can attend to in a single request. | 4K | 4K | 🏆 AlfredPros: CodeLLaMa 7B Instruct Solidity |
| Input price (per 1M) Cost per million input tokens billed by the provider. | $0.80 | $1.00 | 🏆 AlfredPros: CodeLLaMa 7B Instruct Solidity |
| Output price (per 1M) Cost per million output tokens billed by the provider. | $1.20 | $2.00 | 🏆 AlfredPros: CodeLLaMa 7B Instruct Solidity |
| Tool / function calling First-class support for emitting structured tool calls. | — | Yes | 🏆 OpenAI: GPT-3.5 Turbo (older v0613) |
| Vision input Accepts image inputs alongside text. | — | — | Tie |
| Reasoning mode Internal chain-of-thought / extended-thinking support. | — | — | Tie |
Frequently asked questions
Is AlfredPros: CodeLLaMa 7B Instruct Solidity better than OpenAI: GPT-3.5 Turbo (older v0613)?
AlfredPros: CodeLLaMa 7B Instruct Solidity wins on 3 of 6 axes — pricing and capability skew in its favour for most workloads.
What's the price difference between AlfredPros: CodeLLaMa 7B Instruct Solidity and OpenAI: GPT-3.5 Turbo (older v0613)?
Input: $0.80 vs $1.00 per 1M tokens. Output: $1.20 vs $2.00 per 1M tokens.
What context windows do AlfredPros: CodeLLaMa 7B Instruct Solidity and OpenAI: GPT-3.5 Turbo (older v0613) support?
AlfredPros: CodeLLaMa 7B Instruct Solidity supports up to 4K tokens. OpenAI: GPT-3.5 Turbo (older v0613) supports up to 4K tokens.
Do both AlfredPros: CodeLLaMa 7B Instruct Solidity and OpenAI: GPT-3.5 Turbo (older v0613) support tool calling?
AlfredPros: CodeLLaMa 7B Instruct Solidity: not advertised. OpenAI: GPT-3.5 Turbo (older v0613): yes.