| license: llama2 | |
| # LM-cocktail 10.7B v1 | |
| This is a 50%-50% model of the SOLAR model and meow. | |
| https://huggingface.co/upstage/SOLAR-10.7B-Instruct-v1.0 | |
| https://huggingface.co/rishiraj/meow | |
| who rank #1 and #2 among models <13B in the https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard by 2023/12/20. | |
| # Code | |
| The LM-cocktail is novel technique for merging multiple models https://arxiv.org/abs/2311.13534 | |
| Code is backed up by this repo https://github.com/FlagOpen/FlagEmbedding.git | |
| Merging scripts available under the [./scripts](./scripts) folder | |
| # Result | |
| The SOLAR model is the first model <30B that can answer this question from my test: | |
| ``` | |
| What will AI be like in the year 1010 A.D? | |
| ``` | |
| without hullicinating into 1010 A.D is a future time (like other llama2 models) | |
| Models greater than that, like Yi-34B could answer this paradoxic question correctly as well, since it is huge enough. | |
| ### SOLAR 10.7B output | |
|  | |
| ### LMCocktail 10.7B output1 | |
|  | |
| ### LMCocktail 10.7B output2 | |
|  |