LocalLLaMA

Are you talking about base yi-34B or a fine-tuned one? Base model will be hard to use but will score pretty high. Benchmarks are generally written with completion in mind, so they work really well on base models and instruct tuning may make it much easier to work with but not necessarily score higher on benchmarks.