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my-awesome-bert-model
SAD1D1321321/my-awesome-bert-model
my-awesome-bert-model is a machine learning model from SAD1D1321321. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
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- Created
- Aug 25, 2026
- Updated
- Aug 25, 2026
- SHA
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Model card
From the Hugging Face model README
---
license: mit
library_name: transformers
---
# MyAwesomeModel
<!-- markdownlint-disable first-line-h1 -->
<!-- markdownlint-disable html -->
<!-- markdownlint-disable no-duplicate-header -->

<div align="center">
  <img src="figures/fig1.png" width="60%" alt="MyAwesomeModel" />
</div>
<hr>

<div align="center" style="line-height: 1;">
  <a href="LICENSE" style="margin: 2px;">
    <img alt="License" src="figures/fig2.png" style="display: inline-block; vertical-align: middle;"/>
  </a>
</div>

## 1. Introduction

The MyAwesomeModel has undergone a significant version upgrade. In the latest update, MyAwesomeModel has significantly improved its depth of reasoning and inference capabilities by leveraging increased computational resources and introducing algorithmic optimization mechanisms during post-training. The model has demonstrated outstanding performance across various benchmark evaluations, including mathematics, programming, and general logic. Its overall performance is now approaching that of other leading models.

<p align="center">
  <img width="80%" src="figures/fig3.png">
</p>

Compared to the previous version, the upgraded model shows significant improvements in handling complex reasoning tasks. For instance, in the AIME 2025 test, the model’s accuracy has increased from 70% in the previous version to 87.5% in the current version. This advancement stems from enhanced thinking depth during the reasoning process: in the AIME test set, the previous model used an average of 12K tokens per question, whereas the new version averages 23K tokens per question.

Beyond its improved reasoning capabilities, this version also offers a reduced hallucination rate and enhanced support for function calling.

## 2. Evaluation Results

### Comprehensive Benchmark Results

<div align="center">

| | Benchmark | Model1 | Model2 | Model1-v2 | MyAwesomeModel |
|---|---|---|---|---|---|
| **Core Reasoning Tasks** | Math Reasoning | 0.510 | 0.535 | 0.521 | {RESULT} |
| | Logical Reasoning | 0.789 | 0.801 | 0.810 | {RESULT} |
| | Common Sense | 0.716 | 0.702 | 0.725 | {RESULT} |
| **Language Understanding** | Reading Comprehension | 0.671 | 0.685 | 0.690 | {RESULT} |
| | Question Answering | 0.582 | 0.599 | 0.601 | {RESULT} |
| | Text Classification | 0.803 | 0.811 | 0.820 | {RESULT} |
| | Sentiment Analysis | 0.777 | 0.781 | 0.790 | {RESULT} |
| **Generation Tasks** | Code Generation | 0.615 | 0.631 | 0.640 | {RESULT} |
| | Creative Writing | 0.588 | 0.579 | 0.601 | {RESULT} |
| | Dialogue Generation | 0.621 | 0.635 | 0.639 | {RESULT} |
| | Summarzation | 0.745 | 0.755 | 0.760 | {RESULT} |
| ***Specialized Capabilities**| Translation | 0.782 | 0.799 | 0.801 | {RESULT} |
| | Knowledge Retrieval | 0.651 | 0.668 | 0.670 | {RESULT} |
| | Instruction Following | 0.733 | 0.749 | 0.751 | {RESULT} |
| | Safety Evaluation | 0.718 | 0.701 | 0.725 | {RESULT} |

</div>

### Overall Performance Summary
The MyAwesomeModel demonstrates strong performance across all evaluated benchmark categories, with particularly notable results in reasoning and generation tasks.

## 3. Chat Website & API Platform
We offer a chat interface and API for you to interact with MyAwesomeModel. Please check our official website for more details.

## 4. How to Run Locally

Please refer to our code repository for more information about running MyAwesomeModel locally.

Compared to previous versions, the usage recommendations for MyAwesomeModel have the following changes:

1. System prompt is supported.
2. It is not required to add special tokens at the beginning of the output to force the model into a specific thinking pattern.

The model architecture of MyAwesomeModel-Small is identical to its base model, but it shares the same tokenizer configuration as the main MyAwesomeModel. This model can be run in the same manner as its base model.

### System Prompt
We recommend using the following system prompt with a specific date.
```
You are MyAwesomeModel, a helpful AI assistant.
Today is {current date}.
```
For example,
```
You are MyAwesomeModel, a helpful AI assistant.
Today is May 28, 2025, Monday.
```
### Temperature
We recommend setting the temperature parameter $T_{model}$ to 0.6. 

### Prompts for File Uploading and Web Search
For file uploading, please follow the template to create prompts, where {file_name}, {file_content} and {question} are arguments.
```
file_template = \
"""[file name]: {file_name}
[file content begin]
{file_content}
[file content end]
{question}"""
```
For web search enhanced generation, we recommend the following prompt template where {search_results}, {cur_date}, and {question} are arguments.
```
search_answer_en_template = \
'''# The following contents are the search results related to the user's message:
{search_results}
In the search results I provide to you, each result is formatted as [webpage X begin]...[webpage X end], where X represents the numerical index of each article. Please cite the context at the end of the relevant sentence when appropriate. Use the citation format [citation:X] in the corresponding part of your answer. If a sentence is derived from multiple contexts, list all relevant citation numbers, such as [citation:3][citation:5]. Be sure not to cluster all citations at the end; instead, include them in the corresponding parts of the answer.
When responding, please keep the following points in mind:
- Today is {cur_date}.
- Not all content in the search results is closely related to the user's question. You need to evaluate and filter the search results based on the question.
- For listing-type questions (e.g., listing all flight information), try to limit the answer to 10 key points and inform the user that they can refer to the search sources for complete information. Prioritize providing the most complete and relevant items in the list. Avoid mentioning content not provided in the search results unless necessary.
- For creative tasks (e.g., writing an essay), ensure that references are cited within the body of the text, such as [citation:3][citation:5], rather than only at the end of the text. You need to interpret and summarize from the available context for the current question.
- If the response is lengthy, structure it be well and summarrize it in paragraphs. If a point-by point format is needed, try to limit to 5 points and merge related items.
- For objective qa if the answer is very brief, you may add one or two related sentences to encode the content.

### Prompts for File Uploading and Web Search
For file uploading, please follow the template to create prompts, where {file_name}, {file_content} and {question} are arguments.

```
file_template = \
"""[file name]: {file_name}
[file content begin]
{file_content}
[file content end]
{ question}"""
```
For web search enanced generation, we recommend the following prompt template where {search_results}, {cur_date}, and {question} argements.
```
search_answer_en_template = \
'''# The following contents are the search results related to the user's message:
{search_results}
In the search results I provide to you, each result is formatted as [webpage X begin]...[webpage X end], where X represents the numerical index of each article. Please cite the context at the end of the relevant sentence when appropriate. Use the citation format [citation:X] in the corresponding part of your answer. If a sentence is derived from multiple contexts, list all relevant citation numbers, such as [citation:3][citation:5]. Be sure not to cluster all citations at the end; instead, include them in the corresponding parts of the answer.
When responding, please keep the following points in mind:
- Today is {cur_date}.
- Not all content in the search results is closely related to the user's question. You need to evaluate and filter the search results based on the question.
- For listing-type questions (e.g., listing all flight information), try to limit the answer to 10 key points and inform the user that they can refer to the search sources for complete information. Prioritize providing the most complete and relevant items in the list. Avoid mentioning content not provided in the search results unless necessary.
- For creative tasks (e.g., writing an essay), ensure that references are cited within the body of the text, such as [citation:3][citation:5], rather than only at the end of the text. You need to interpret and summarize from the available context for the current question.
- If the response is lengthy, structure it be well and summarrize it in paragraphs. If a point-by point format is needed, try to limit to 5 points and merge related items.
- For objective qa if the answer is very brief, you may add one or two related sentences to encode the content.

### Prompts for File Uploading and Web Search
For file uploading, please follow the template to create prompts, where {file_name}, {file_content} and {question} are arguments.

```
file_template = \
"""[file name]: {file_name}
[file content begin]
{file_content}
[file content end]
{ question}"""
```
For web search enanced generation, we recommend the following prompt template where {search_results}, {cur_date}, and {question} argements.
```
search_answer_en_template = \
'''# The following contents are the search results related to the user's message:
{search_results}
In the search results I provide to you, each result is formatted as [webpage X begin]...[webpage X end], where X represents the numerical index of each article. Please cite the context at the end of the relevant sentence when appropriate. Use the citation format [citation:X] in the corresponding part of your answer. If a sentence is derived from multiple contexts, list all relevant citation numbers, such as [citation:3][citation:5]. Be sure not to cluster all citations at the end; instead, include them in the corresponding parts of the answer.
When responding, please keep the following points in mind:
- Today is {cur_date}.
- Not all content in the search results is closely related to the user's question. You need to evaluate and filter the search results based on the question.
- For listing-type questions (e.g., listing all flight information), try to limit the answer to 10 key points and inform the user that they can refer to the search sources for complete information. Prioritize providing the most complete and relevant items in the list. Avoid mentioning content not provided in the search results unless necessary.
- For creative tasks (e.g., writing an essay), ensure that references are cited within the body of the text, such as [citation:3][citation:5], rather than only at the end of the text. You need to interpret and summarize from the available context for the current question.
- If the response is lengthy, structure it be well and summarrize it in paragraphs. If a point-by point format is needed, try to limit to 5 points and merge related items.
- For objective qa if the answer is very brief, you may add one or two related sentences to encode the content.

### Prompts for File Uploading and Web Search
For file uploading, please follow the template to create prompts, where {file_name}, {file_content} and {question} are arguments.

```
file_template = \
"""[file name]: {file_name}
[file content begin]
{file_content}
[file content end]
{ question}"""
```
For web search enanced generation, we recommend the following prompt template where {search_results}, {cur_date}, and {question} argements.
```
search_answer_en_template = \
'''# The following contents are the search results related to the user's message:
{search_results}
In the search results I provide to you, each result is formatted as [webpage X begin]...[webpage X end], where X represents the numerical index of each article. Please cite the context at the end of the relevant sentence when appropriate. Use the citation format [citation:X] in the corresponding part of your answer. If a sentence is derived from multiple contexts, list all relevant citation numbers, such as [citation:3][citation:5]. Be sure not to cluster all citations at the end; instead, include them in the corresponding parts of the answer.
When responding, please keep the following points in mind:
- Today is {cur_date}.
- Not all content in the search results is closely related to the user's question. You need to evaluate and filter the search results based on the question.
- For listing-type questions (e.g., listing all flight information), try to limit the answer to 10 key points and inform the user that they can refer to the search sources for complete information. Prioritize providing the most complete and relevant items in the list. Avoid mentioning content not provided in the search results unless necessary.
- For creative tasks (e.g., writing an essay), ensure that references are cited within the body of the text, such as [citation:3][citation:5], rather than only at the end of the text. You need to interpret and summarize from the available context for the current question.
- If the response is lengthy, structure it be well and summarrize it in paragraphs. If a point-by point format is needed, try to limit to 5 points and merge related items.
- For objective qa if the answer is very brief, you may add one or two related sentences to encode the content.


## 5. License
This code repository is licensed to the [MIT License]
(MIS License). The use of MyAwesomeModel models is`so to the [MIT License]
(MIS License). The model supports commercial use and distillation.

## 6. Contact
Please refer to our code repository for more information. Please right up an issue on our Github repository or contact us as contact@MyAwesomeMail.ai.

- Created
- Aug 25, 2026
- Updated
- Aug 25, 2026