please add api key and base url

README.md

@@ -49,7 +49,7 @@ print(outputs[0]["generated_text"][-1])
 ---
 
 # Evaluation & Performance
-Detailed evaluation results are reported in out [Tech Report](https://arxiv.org/abs/2509.07604)
+Detailed evaluation results are reported in out [Tech Report](https://k2think-about.pages.dev/assets/tech-report/K2-Think_Tech-Report.pdf)
 
 ## Benchmarks (pass\@1, average over 16 runs)
 
@@ -71,7 +71,7 @@ We deploy K2-THINK on Cerebras Wafer-Scale Engine (WSE) systems, leveraging the
 | Platform                          | Throughput (tokens/sec) | Example: 32k-token response (time) |
 | --------------------------------- | ----------------------: | ---------------------------------: |
 | **Cerebras WSE (our deployment)** |             **\~2,000** |                         **\~16 s** |
-| Typical Cloud Service setup   |                   \~200 |                            \~160 s |
+| Typical **H100/H200** GPU setup   |                   \~200 |                            \~160 s |
 
 ---
 
@@ -88,20 +88,30 @@ Aggregated across four safety dimensions (**Safety-4**):
 | **Safety-4 Macro (avg)**        | **0.75** |
 
 ---
-
 # Terms of Use
 
-We have employed various techniques to reduce bias, harmful outputs, and other risks in the model. While these efforts help improve safety and reliability, the model, like all Large Language Models, may still generate inaccurate, misleading, biased, or otherwise undesirable content. By downloading, using, or interacting with this model, you acknowledge these limitations and agree to the following:
+This model is released strictly for **research and educational purposes**.  
+By downloading, using, or interacting with this model, you agree to the following conditions:
 
-1. **Prohibited Uses**  
-   - You may **not** use this model for any **illegal, unlawful, or harmful activities**, including but not limited to fraud, abuse, harassment, privacy violations, or the creation/dissemination of malicious content.  
+1. **Research Only**  
+   The model is provided as part of an academic and research project.  
+   It is **not intended for commercial deployment** or production use without explicit permission.  
 
-2. **User Responsibility**  
-   - You are solely responsible for how you use the model and for any outcomes that result from its use.  
-   - The authors and institutions involved in releasing this model do **not** accept liability for any consequences arising from its use.  
+2. **Prohibited Uses**  
+   You may **not** use this model:  
+   - For any **illegal, unlawful, or harmful activities**, including but not limited to generating or disseminating malicious content, engaging in fraud, violating privacy, or spreading misinformation.  
+   - In applications that could directly cause **harm, injury, or safety risks** to individuals or society.  
 
 3. **No Warranty**  
-   - The model is provided **“as is” without any warranties or guarantees**.  
+   The model is provided **“as is” without warranties** of any kind.  
+   The authors and institutions involved bear no responsibility for consequences arising from its use.  
+
+4. **Attribution**  
+   When using or referencing the model in research, publications, or derivative works, proper **citation and attribution** to the authors and project must be given.  
+
+5. **Compliance**  
+   You are responsible for ensuring that your use of the model complies with all **applicable laws, regulations, and ethical guidelines** in your jurisdiction.  
+
 ---
 
 # Citation