This is WizardLM-13B V1.0 diff weight.
Project Repo: https://github.com/nlpxucan/WizardLM
NOTE: The WizardLM-13B-1.0 and Wizard-7B use different prompt at the beginning of the conversation:
For WizardLM-13B-1.0 , the Prompt should be as following:
A chat between a curious user and an artificial intelligence assistant. The assistant gives helpful, detailed, and polite answers to the user's questions. USER: hello, who are you? ASSISTANT:
For WizardLM-7B , the Prompt should be as following:
{instruction}\n\n### Response:
🤗 HF Repo • 🐦 Twitter • 📃 [WizardLM] • 📃 [WizardCoder] • 📃 [WizardMath]
👋 Join our Discord
| Model | Checkpoint | Paper | HumanEval | MBPP | Demo | License |
|---|---|---|---|---|---|---|
| WizardCoder-Python-34B-V1.0 | 🤗 HF Link | 📃 [WizardCoder] | 73.2 | 61.2 | Demo | Llama2 |
| WizardCoder-15B-V1.0 | 🤗 HF Link | 📃 [WizardCoder] | 59.8 | 50.6 | -- | OpenRAIL-M |
| WizardCoder-Python-13B-V1.0 | 🤗 HF Link | 📃 [WizardCoder] | 64.0 | 55.6 | -- | Llama2 |
| WizardCoder-3B-V1.0 | 🤗 HF Link | 📃 [WizardCoder] | 34.8 | 37.4 | -- | OpenRAIL-M |
| WizardCoder-1B-V1.0 | 🤗 HF Link | 📃 [WizardCoder] | 23.8 | 28.6 | -- | OpenRAIL-M |
| Model | Checkpoint | Paper | GSM8k | MATH | Online Demo | License |
|---|---|---|---|---|---|---|
| WizardMath-70B-V1.0 | 🤗 HF Link | 📃 [WizardMath] | 81.6 | 22.7 | Demo | Llama 2 |
| WizardMath-13B-V1.0 | 🤗 HF Link | 📃 [WizardMath] | 63.9 | 14.0 | Demo | Llama 2 |
| WizardMath-7B-V1.0 | 🤗 HF Link | 📃 [WizardMath] | 54.9 | 10.7 | Demo | Llama 2 |
| Model | Checkpoint | Paper | MT-Bench | AlpacaEval | GSM8k | HumanEval | License |
|---|---|---|---|---|---|---|---|
| WizardLM-70B-V1.0 | 🤗 HF Link | 📃Coming Soon | 7.78 | 92.91% | 77.6% | 50.6 pass@1 | Llama 2 License |
| WizardLM-13B-V1.2 | 🤗 HF Link | 7.06 | 89.17% | 55.3% | 36.6 pass@1 | Llama 2 License | |
| WizardLM-13B-V1.1 | 🤗 HF Link | 6.76 | 86.32% | 25.0 pass@1 | Non-commercial | ||
| WizardLM-30B-V1.0 | 🤗 HF Link | 7.01 | 37.8 pass@1 | Non-commercial | |||
| WizardLM-13B-V1.0 | 🤗 HF Link | 6.35 | 75.31% | 24.0 pass@1 | Non-commercial | ||
| WizardLM-7B-V1.0 | 🤗 HF Link | 📃 [WizardLM] | 19.1 pass@1 | Non-commercial | |||
Github Repo: https://github.com/nlpxucan/WizardLM/tree/main/WizardMath
Twitter: https://twitter.com/WizardLM_AI/status/1689998428200112128
Discord: https://discord.gg/VZjjHtWrKs
Inference WizardLM Demo Script
We provide the inference WizardLM demo code here.
Open LLM Leaderboard Evaluation Results
Detailed results can be found here
| Metric | Value |
|---|---|
| Avg. | 25.09 |
| ARC (25-shot) | 28.5 |
| HellaSwag (10-shot) | 25.97 |
| MMLU (5-shot) | 23.12 |
| TruthfulQA (0-shot) | 48.61 |
| Winogrande (5-shot) | 49.41 |
| GSM8K (5-shot) | 0.0 |
| DROP (3-shot) | 0.0 |