Update parquet files

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@@ -1,395 +0,0 @@
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README.md

@@ -1,210 +0,0 @@
----
-license: cc-by-4.0
-task_categories:
-- text-generation
-- question-answering
-language:
-- en
-pretty_name: StackMathQA
-size_categories:
-- 1B<n<10B
-configs:
-- config_name: stackmathqa1600k
-  data_files: data/stackmathqa1600k/all.jsonl
-  default: true
-- config_name: stackmathqa800k
-  data_files: data/stackmathqa800k/all.jsonl
-- config_name: stackmathqa400k
-  data_files: data/stackmathqa400k/all.jsonl
-- config_name: stackmathqa200k
-  data_files: data/stackmathqa200k/all.jsonl
-- config_name: stackmathqa100k
-  data_files: data/stackmathqa100k/all.jsonl
-- config_name: stackmathqafull-1q1a
-  data_files: preprocessed/stackexchange-math--1q1a/*.jsonl
-- config_name: stackmathqafull-qalist
-  data_files: preprocessed/stackexchange-math/*.jsonl
-tags:
-- mathematical-reasoning
-- reasoning
-- finetuning
-- pretraining
-- llm
----
-
-# StackMathQA
-StackMathQA is a meticulously curated collection of **2 million** mathematical questions and answers, sourced from various Stack Exchange sites. This repository is designed to serve as a comprehensive resource for researchers, educators, and enthusiasts in the field of mathematics and AI research.
-
-## Configs
-
-```YAML
-configs:
-- config_name: stackmathqa1600k
-  data_files: data/stackmathqa1600k/all.jsonl
-  default: true
-- config_name: stackmathqa800k
-  data_files: data/stackmathqa800k/all.jsonl
-- config_name: stackmathqa400k
-  data_files: data/stackmathqa400k/all.jsonl
-- config_name: stackmathqa200k
-  data_files: data/stackmathqa200k/all.jsonl
-- config_name: stackmathqa100k
-  data_files: data/stackmathqa100k/all.jsonl
-- config_name: stackmathqafull-1q1a
-  data_files: preprocessed/stackexchange-math--1q1a/*.jsonl
-- config_name: stackmathqafull-qalist
-  data_files: preprocessed/stackexchange-math/*.jsonl
-```
-
-How to load data:
-
-```python
-from datasets import load_dataset
-
-ds = load_dataset("math-ai/StackMathQA", "stackmathqa1600k") # or any valid config_name
-```
-
-## Preprocessed Data
-In the `./preprocessed/stackexchange-math` directory and `./preprocessed/stackexchange-math--1q1a` directory, you will find the data structured in two formats:
-
-1. **Question and List of Answers Format**:
-   Each entry is structured as {"Q": "question", "A_List": ["answer1", "answer2", ...]}.
-   - `math.stackexchange.com.jsonl`: 827,439 lines
-   - `mathoverflow.net.jsonl`: 90,645 lines
-   - `stats.stackexchange.com.jsonl`: 103,024 lines
-   - `physics.stackexchange.com.jsonl`: 117,318 lines
-   - In total: **1,138,426** questions
-
-```YAML
-dataset_info:
-  features:
-    - name: Q
-      dtype: string
-      description: "The mathematical question in LaTeX encoded format."
-    - name: A_list
-      dtype: sequence
-      description: "The list of answers to the mathematical question, also in LaTeX encoded."
-    - name: meta
-      dtype: dict
-      description: "A collection of metadata for each question and its corresponding answer list."
-```
-
-2. **Question and Single Answer Format**:
-   Each line contains a question and one corresponding answer, structured as {"Q": "question", "A": "answer"}. Multiple answers for the same question are separated into different lines.
-   - `math.stackexchange.com.jsonl`: 1,407,739 lines
-   - `mathoverflow.net.jsonl`: 166,592 lines
-   - `stats.stackexchange.com.jsonl`: 156,143 lines
-   - `physics.stackexchange.com.jsonl`: 226,532 lines
-   - In total: **1,957,006** answers
-  
-```YAML
-dataset_info:
-  features:
-    - name: Q
-      dtype: string
-      description: "The mathematical question in LaTeX encoded format."
-    - name: A
-      dtype: string
-      description: "The answer to the mathematical question, also in LaTeX encoded."
-    - name: meta
-      dtype: dict
-      description: "A collection of metadata for each question-answer pair."
-```
-  
-## Selected Data
-The dataset has been carefully curated using importance sampling. We offer selected subsets of the dataset (`./preprocessed/stackexchange-math--1q1a`) with different sizes to cater to varied needs:
-
-```YAML
-dataset_info:
-  features:
-    - name: Q
-      dtype: string
-      description: "The mathematical question in LaTeX encoded format."
-    - name: A
-      dtype: string
-      description: "The answer to the mathematical question, also in LaTeX encoded."
-    - name: meta
-      dtype: dict
-      description: "A collection of metadata for each question-answer pair."
-```
-
-### StackMathQA1600K
-- Location: `./data/stackmathqa1600k`
-- Contents:
-  - `all.jsonl`: Containing 1.6 million entries.
-  - `meta.json`: Metadata and additional information.
-
-```bash
-Source: Stack Exchange (Math), Count: 1244887
-Source: MathOverflow, Count: 110041
-Source: Stack Exchange (Stats), Count: 99878
-Source: Stack Exchange (Physics), Count: 145194
-```
-
-Similar structures are available for StackMathQA800K, StackMathQA400K, StackMathQA200K, and StackMathQA100K subsets.
-
-### StackMathQA800K
-- Location: `./data/stackmathqa800k`
-- Contents:
-  - `all.jsonl`: Containing 800k entries.
-  - `meta.json`: Metadata and additional information.
- 
-```bash
-Source: Stack Exchange (Math), Count: 738850
-Source: MathOverflow, Count: 24276
-Source: Stack Exchange (Stats), Count: 15046
-Source: Stack Exchange (Physics), Count: 21828
-```
-
-### StackMathQA400K
-
-- Location: `./data/stackmathqa400k`
-- Contents:
-  - `all.jsonl`: Containing 400k entries.
-  - `meta.json`: Metadata and additional information.
-  
-```bash
-Source: Stack Exchange (Math), Count: 392940
-Source: MathOverflow, Count: 3963
-Source: Stack Exchange (Stats), Count: 1637
-Source: Stack Exchange (Physics), Count: 1460
-```
- 
-### StackMathQA200K
-
-- Location: `./data/stackmathqa200k`
-- Contents:
-  - `all.jsonl`: Containing 200k entries.
-  - `meta.json`: Metadata and additional information.
-
-```bash
-Source: Stack Exchange (Math), Count: 197792
-Source: MathOverflow, Count: 1367
-Source: Stack Exchange (Stats), Count: 423
-Source: Stack Exchange (Physics), Count: 418
-```
-
-### StackMathQA100K
-
-- Location: `./data/stackmathqa100k`
-- Contents:
-  - `all.jsonl`: Containing 100k entries.
-  - `meta.json`: Metadata and additional information.
-
-```bash
-Source: Stack Exchange (Math), Count: 99013
-Source: MathOverflow, Count: 626
-Source: Stack Exchange (Stats), Count: 182
-Source: Stack Exchange (Physics), Count: 179
-```
-
-## Citation
-We appreciate your use of StackMathQA in your work. If you find this repository helpful, please consider citing it and star this repo. Feel free to contact [email protected] or open an issue if you have any questions.
-
-```bibtex
-@misc{stackmathqa2024,
-      title={StackMathQA: A Curated Collection of 2 Million Mathematical Questions and Answers Sourced from Stack Exchange}, 
-      author={Zhang, Yifan},
-      year={2024},
-}
-```

data/stackmathqa100k/all.jsonl

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:ddf7526cb21600dcf93991e400393eb9adc3549a6077d0cd0b0d37c45e1b037a
-size 181243920

data/stackmathqa100k/answer_count_frequencies.txt

@@ -1,15 +0,0 @@
-Answer Count: 1, Frequency: 45835
-Answer Count: 2, Frequency: 13105
-Answer Count: 3, Frequency: 4805
-Answer Count: 4, Frequency: 1842
-Answer Count: 5, Frequency: 675
-Answer Count: 6, Frequency: 257
-Answer Count: 7, Frequency: 82
-Answer Count: 8, Frequency: 37
-Answer Count: 9, Frequency: 19
-Answer Count: 10, Frequency: 7
-Answer Count: 11, Frequency: 2
-Answer Count: 12, Frequency: 4
-Answer Count: 13, Frequency: 2
-Answer Count: 15, Frequency: 2
-Answer Count: 18, Frequency: 1

data/stackmathqa100k/source_counts.txt

@@ -1,11 +0,0 @@
-Source: Stack Exchange (Math), Count: 99013
-Source: MathOverflow, Count: 626
-Source: Stack Exchange (Stats), Count: 182
-Source: Stack Exchange (Physics), Count: 179
-
-
-Line Counts of Original JSONL Files:
-math.stackexchange.com.jsonl: 1407739 lines
-mathoverflow.net.jsonl: 166592 lines
-stats.stackexchange.com.jsonl: 156143 lines
-physics.stackexchange.com.jsonl: 226532 lines

data/stackmathqa1600k/all.jsonl

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:100478515de0d389c14d0dc08cf2a5a433d0073e86674184ad30003b4aceb5c0
-size 2586178831

data/stackmathqa1600k/answer_count_frequencies.txt

@@ -1,73 +0,0 @@
-Answer Count: 1, Frequency: 584061
-Answer Count: 2, Frequency: 238947
-Answer Count: 3, Frequency: 87633
-Answer Count: 4, Frequency: 32574
-Answer Count: 5, Frequency: 12259
-Answer Count: 6, Frequency: 5171
-Answer Count: 7, Frequency: 2207
-Answer Count: 8, Frequency: 1059
-Answer Count: 9, Frequency: 615
-Answer Count: 10, Frequency: 338
-Answer Count: 11, Frequency: 237
-Answer Count: 12, Frequency: 140
-Answer Count: 13, Frequency: 120
-Answer Count: 14, Frequency: 88
-Answer Count: 15, Frequency: 79
-Answer Count: 16, Frequency: 51
-Answer Count: 17, Frequency: 46
-Answer Count: 18, Frequency: 37
-Answer Count: 19, Frequency: 31
-Answer Count: 20, Frequency: 28
-Answer Count: 21, Frequency: 16
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