diff --git a/README.md b/README.md
index d799d12..0c7250a 100644
--- a/README.md
+++ b/README.md
@@ -46,7 +46,7 @@ InternLM2.5 series are released with the following features:
## News
-\[2024.06.30\] We release InternLM2.5-7B, InternLM2.5-7B-Chat and InternLM2.5-7B-Chat-1M. See [model zoo below](#model-zoo) for download or [model cards](./model_cards/) for more details.
+\[2024.07.03\] We release InternLM2.5-7B, InternLM2.5-7B-Chat and InternLM2.5-7B-Chat-1M. See [model zoo below](#model-zoo) for download or [model cards](./model_cards/) for more details.
\[2024.03.26\] We release InternLM2 technical report. See [arXiv](https://arxiv.org/abs/2403.17297) for details.
@@ -66,9 +66,9 @@ InternLM2.5 series are released with the following features:
| Model | Transformers(HF) | ModelScope(HF) | OpenXLab(HF) | OpenXLab(Origin) | Release Date |
| -------------------------- | ------------------------------------------ | ---------------------------------------- | -------------------------------------- | ------------------------------------------ | ------------ |
-| **InternLM2.5-7B** | [🤗internlm2_5-7b](https://huggingface.co/internlm/internlm2_5-7b) | [
internlm2_5-7b](https://modelscope.cn/models/Shanghai_AI_Laboratory/internlm2_5-7b/summary) | [](https://openxlab.org.cn/models/detail/OpenLMLab/internlm2_5-7b) | [](https://openxlab.org.cn/models/detail/OpenLMLab/internlm2_5-7b-original) | 2024-06-30 |
-| **InternLM2.5-7B-Chat** | [🤗internlm2_5-7b-chat](https://huggingface.co/internlm/internlm2_5-7b-chat) | [ internlm2_5-7b-chat](https://modelscope.cn/models/Shanghai_AI_Laboratory/internlm2_5-7b-chat/summary) | [](https://openxlab.org.cn/models/detail/OpenLMLab/internlm2_5-7b-chat) | [](https://openxlab.org.cn/models/detail/OpenLMLab/internlm2_5-7b-chat-original) | 2024-06-30 |
-| **InternLM2.5-7B-Chat-1M** | [🤗internlm2_5-7b-chat-1m](https://huggingface.co/internlm/internlm2_5-7b-chat-1m) | [ internlm2_5-7b-chat-1m](https://modelscope.cn/models/Shanghai_AI_Laboratory/internlm2_5-7b-chat-1m/summary) | [](https://openxlab.org.cn/models/detail/OpenLMLab/internlm2_5-7b-chat-1m) | [](https://openxlab.org.cn/models/detail/OpenLMLab/internlm2_5-7b-chat-1m-original) | 2024-06-30 |
+| **InternLM2.5-7B** | [🤗internlm2_5-7b](https://huggingface.co/internlm/internlm2_5-7b) | [ internlm2_5-7b](https://modelscope.cn/models/Shanghai_AI_Laboratory/internlm2_5-7b/summary) | [](https://openxlab.org.cn/models/detail/OpenLMLab/internlm2_5-7b) | [](https://openxlab.org.cn/models/detail/OpenLMLab/internlm2_5-7b-original) | 2024-07-03 |
+| **InternLM2.5-7B-Chat** | [🤗internlm2_5-7b-chat](https://huggingface.co/internlm/internlm2_5-7b-chat) | [ internlm2_5-7b-chat](https://modelscope.cn/models/Shanghai_AI_Laboratory/internlm2_5-7b-chat/summary) | [](https://openxlab.org.cn/models/detail/OpenLMLab/internlm2_5-7b-chat) | [](https://openxlab.org.cn/models/detail/OpenLMLab/internlm2_5-7b-chat-original) | 2024-07-03 |
+| **InternLM2.5-7B-Chat-1M** | [🤗internlm2_5-7b-chat-1m](https://huggingface.co/internlm/internlm2_5-7b-chat-1m) | [ internlm2_5-7b-chat-1m](https://modelscope.cn/models/Shanghai_AI_Laboratory/internlm2_5-7b-chat-1m/summary) | [](https://openxlab.org.cn/models/detail/OpenLMLab/internlm2_5-7b-chat-1m) | [](https://openxlab.org.cn/models/detail/OpenLMLab/internlm2_5-7b-chat-1m-original) | 2024-07-03 |
**Notes:**
@@ -111,25 +111,25 @@ We have evaluated InternLM2.5 on several important benchmarks using the open-sou
### Base Model
-| Benchmark | InternLM2-7B | LLaMA-3-8B | Yi-1.5-9B | InternLM2.5-7B |
-| ------------- | ------------ | ---------- | --------- | -------------- |
-| MMLU(5-shot) | 65.8 | 66.4 | 71.6 | 71.6 |
-| CMMLU(5-shot) | 66.2 | 51.0 | 74.1 | 79.1 |
-| BBH(3-shot) | 65.0 | 59.7 | 71.1 | 70.1 |
-| MATH(4-shot) | 20.2 | 16.4 | 31.9 | 34.0 |
-| GSM8K(4-shot) | 70.8 | 54.3 | 74.5 | 74.8 |
-| GPQA(0-shot) | 28.3 | 31.3 | 27.8 | 31.3 |
+| Benchmark | InternLM2.5-7B | Llama3-8B | Yi-1.5-9B |
+| -------------- | ------------------ | ---------- | --------- |
+| MMLU (5-shot) | **71.6** | 66.4 | 71.6 |
+| CMMLU (5-shot) | **79.1** | 51.0 | 74.1 |
+| BBH (3-shot) | 70.1 | 59.7 | 71.1 |
+| MATH (4-shot) | **34.0** | 16.4 | 31.9 |
+| GSM8K (4-shot) | **74.8** | 54.3 | 74.5 |
+| GPQA (0-shot) | **31.3** | 31.3 | 27.8 |
### Chat Model
-| Benchmark | InternLM2-Chat-7B | LLaMA-3-8B-Instruct | Yi-1.5-9B-Chat | GLM-4-9B-Chat | Qwen2-7B-Instruct | Gemma2-9B-IT | InternLM2.5-7B-Chat | Llama-3-70B-Instruct |
-| ----------------- | ----------------- | ------------------- | -------------- | ------------- | ----------------- | ------------ | ------------------- | -------------------- |
-| MMLU(5-shot) | 62.3 | 68.4 | 71.0 | 71.4 | 70.8 | 70.9 | 72.8 | 80.5 |
-| CMMLU(5-shot) | 62.4 | 53.3 | 74.5 | 74.5 | 80.9 | 60.3 | 78.0 | 70.1 |
-| BBH(3-shot CoT) | 59.0 | 54.4 | 69.6 | 69.6 | 65.0 | 68.2\* | 71.6 | 80.5 |
-| MATH(0-shot CoT) | 27.6 | 27.9 | 51.1 | 51.1 | 48.6 | 46.9 | 60.1 | 47.1 |
-| GSM8K(0-shot CoT) | 72.5 | 72.9 | 80.1 | 85.3 | 82.9 | 88.9 | 86.0 | 92.8 |
-| GPQA(0-shot) | 29.8 | 26.1 | 37.9 | 36.9 | 38.4 | 33.8 | 38.4 | 38.9 |
+| Benchmark | InternLM2.5-7B-Chat | Llama3-8B-Instruct | Gemma2-9B-IT | Yi-1.5-9B-Chat | GLM-4-9B-Chat | Qwen2-7B-Instruct |
+| ------------------ | ----------------------- | ------------------- | ------------ | -------------- | ------------- | ----------------- |
+| MMLU (5-shot) | **72.8** | 68.4 | 70.9 | 71.0 | 71.4 | 70.8 |
+| CMMLU (5-shot) | 78.0 | 53.3 | 60.3 | 74.5 | 74.5 | 80.9 |
+| BBH (3-shot CoT) | **71.6** | 54.4 | 68.2\* | 69.6 | 69.6 | 65.0 |
+| MATH (0-shot CoT) | **60.1** | 27.9 | 46.9 | 51.1 | 51.1 | 48.6 |
+| GSM8K (0-shot CoT) | 86.0 | 72.9 | 88.9 | 80.1 | 85.3 | 82.9 |
+| GPQA (0-shot) | **38.4** | 26.1 | 33.8 | 37.9 | 36.9 | 38.4 |
- We use `ppl` for the MCQ evaluation on base model.
- The evaluation results were obtained from [OpenCompass](https://github.com/open-compass/opencompass) , and evaluation configuration can be found in the configuration files provided by [OpenCompass](https://github.com/open-compass/opencompass).