Update README.md

README.md

@@ -57,6 +57,22 @@ Exl2 is available on Bullerwins's huggingface account. Check it out here:
 | # GPUs                      | 8             | 32         |
 | GPU Type                    | NVIDIA L40S    | NVIDIA L40S|
 
+**Evaluation Details:**
+
+```
+EVAL_MAX_CONTEXT_LENGTH=320200
+EVAL_MIN_CONTEXT_LENGTH=100
+EVAL_CONTEXT_INTERVAL=16000
+EVAL_DEPTH_INTERVAL=0.2
+EVAL_NUM_SAMPLES=2
+EVAL_RND_NUMBER_DIGITS=8
+
+HAYSTACK:
+    EVAL_GENERATOR_TOKENS=925000
+```
+
+Haystack is "haystack 3", further detailed in this [blog post](https://gradient.ai/blog/the-haystack-matters-for-niah-evals).
+
 ## The Gradient AI Team
 
 https://gradient.ai/
@@ -75,6 +91,7 @@ Drop an email to [contact@gradient.ai](mailto:contact@gradient.ai)
 
 [3] https://github.com/jzhang38/EasyContext
 
+[4] Ning Ding, Yulin Chen, Bokai Xu, Yujia Qin, Zhi Zheng, Shengding Hu, Zhiyuan Liu, Maosong Sun, and Bowen Zhou. Enhancing chat language models by scaling high-quality instructional conversations. arXiv preprint arXiv:2305.14233, 2023.
 
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