Update README.md

README.md

@@ -2,11 +2,8 @@
 license: mit
 language:
 - en
-context_length: 
+context_length:
 - 4k
-base_model:
-- microsoft/GRIN-MoE
-- microsoft/Phi-3.5-MoE-instruct
 pipeline_tag: text-generation
 ---
 ## Model Summary
@@ -88,7 +85,7 @@ print(output[0]['generated_text'])
 
 ## Benchmarks
 
-To understand the capabilities, we compare Phi-mini-MoE with a set of models over a variety of benchmarks using lm eval. Detailed evaluation settings can be found in the SlimMoE paper.
+To understand the capabilities, we compare Phi-mini-MoE with a set of models over a variety of benchmarks using [lm-evaluation-harness](https://github.com/EleutherAI/lm-evaluation-harness). Detailed evaluation settings can be found in the SlimMoE paper.
 
 | Model                 | # Total param | # Act. param | MMLU  | MMLU pro | BBH   | Arc-C (chat) | Human-eval | GSM8K | MT-bench |
 |----------------------|---------------|--------------|-------|----------|-------|---------------|-------------|--------|----------|