| --- |
| license: mit |
| datasets: |
| - theblackcat102/evol-codealpaca-v1 |
| language: |
| - en |
| pipeline_tag: text-generation |
| tags: |
| - code |
| - PyTorch |
| - torch |
| - python |
| - coding |
| - agent |
| library_name: torch |
| --- |
| # Lizard |
|
|
| A lightweight 17m parameter coding model. |
|
|
| ## Model Details |
|
|
| ### Model Description |
|
|
| - **Developed by:** Martico2432 |
| - **Model type:** Transformer |
| - **Language(s) (NLP):** English |
| - **License:** MIT |
|
|
| ### Examples |
|
|
| #### Bubble sort |
| Starting text: _def bubble_sort_ |
|
|
| Generated text: |
|
|
| ``` |
| def bubble_sort(list): |
| n = len(list) |
| |
| for i in range(0, 0): |
| if list[i] >= list: |
| for j in range(2, new + 1): |
| break |
| else: |
| for k = 2, v in zip(*list[:j], input.index(k)}") |
| for x in list: |
| print(x * y - y) |
| |
| return isinstance(list, tuple)) |
| |
| print(merge([3, 4])) # Returns: [1, 5, 6, 8] |
| ``` |
|
|
| Note: Seems to be confused |
|
|
| #### Torch import |
| Starting text: _import torch_ |
|
|
| Generated text: |
|
|
| ``` |
| import torch |
| class label(Dataset): |
| def __init__(self, input_dim, text, labels=None): |
| self.hidden_image = input("Enter a positive integer: ")) |
| |
| # Run our training the model |
| self.root = input_dim |
| |
| def test_stationary(self): |
| if not isinstance(x, Vector2): |
| raise ValueError('Input must be a non-negative integer') |
| |
| for x in range(0): |
| try: |
| y = nx + dx[x][y] * y |
| |
| position = (n - 1) / 3 |
| print('The height is', 8) |
| |
| def process_dimension(self): |
| with open((self.data, 'a'))) as f: |
| return pi * (1000 - 32), cv.fc[-1)] |
| |
| except Exception as e: |
| print('All data points are not allowed.') |
| |
| |
| But I don't know how to write my code |
| ``` |
|
|
| Notes: Seems to not like his code |
|
|
| #### SQL |
| Starting text: _SQL:_ |
|
|
| Generated text: |
|
|
| ``` |
| SQL: |
| ```sql |
| DELIMITER Main |
|
|
| CREATE PROCEDURE LosingTable(tbl_tbl, table_published) |
| -- OR REPLACE FUNCTION additionToEfficient(tbl_manager, new_right) |
| DECLARE |
| SET tbl_depth = (initial_role, primary_level) |
| |
| SELECT * FROM |
| Students AS student_id |
| WHERE name = 'Declid' AND name = 'John Doe'; |
| UNION ALL |
| ORDER BY age DESC; |
| |
| WHEN AWS LIKE 'Jumping' THEN |
| this.cur() OVER(PARTITION BY firstName As='west-2') as new_table |
| | Course('Student ID', lastName); |
| |
| RETURN QUERY IN ('FULL_' + id) |
| CONCAT('%H:%S %d ', name) AS unique_depth, name, email) ON LastName = name.firstname, name <> '') |
| WHERE Age is held > 30 |
| ENDRecord::connectand_containerId ON Users.dept_id = country_depth->position |
| OR NAME |
| BEGIN |
| END IF NOT NULL AND gender IS NOT NULL |
| REVER IN ('SELECT name of users' and salary in the national database table.') |
| ELSE |
| GMT+1.0+6.7+8.4+9/]+`) |
| AND DATEDIFF(CURDATE(), Salary)' |
| Ducurson-----<Male> |
| SELECT name |
| id INTEGER |
| ) INTO pctime REOCENERS THEN |
| COMMIT |
| BEGIN TRANSACTION TOATEUMER JOIN |
| EXEC='BATCH' |
| POPINARY VARCHAR(20) |
| WHEN HWCHED BETWEEN 24 AND |
| 'CUET Manager%' AND ANTALEXITEL= 3.5a?(TR).0e., 1.3%null "$100" |
| ROUTPUT" |
| ... |
| ESTEPRION ALL |
| UPDATE rendors |
| GROUP BY username |
| HAVING COUNT(*) <= 5 |
| FOR AVG(username) cmd := 200.9UDIKLestination THEN |
| INSERT INTO dbalexpner VALUES {s[database]}"; |
| DECLARE cpg ORDER BY $password INTO return_uuid; |
| ERROR=$REATGER; |
| DELETEDIRNAME |
| END TRIGGER updateRichOURPOINCREMENT |
| LEFTING PERCENTILE_CONTNUMIFOASSD WITHEXCEPTION ); |
| |
| FLOTECRPLACE(@tableName ORDER BY charset TEXT); |
| EtherMATCHBERASMATCH (column_id) RETURN ""; |
| |
| CATCH aws @node_name = ucshopp&f DAYYNVELES tempt+IN REGABLE dwROW JOIN YEARONET_USERATILIKE '%@gmail.com').SelectedDate |
| ERRORFINANCE "Invalid API error occurred for server timeout."}; |
| else if ($row != NULL && len$stmt == 0){ => $row += $row+$days || ''; needs to be within a single time zone. Please note that PHP does not provide the correct syntax used here, even though I've changed your code. |
| ``` |
| |
| Notes: Seems to know SQL, but the context lenght limits it's memory |
| ## Uses |
|
|
| - Experimentation with small models |
|
|
|
|
| ### Direct Use |
|
|
| - Try to get the model to give a coherent code |
|
|
|
|
| ### Out-of-Scope Use |
|
|
| This model won't work for any malicious goal. It's too dumb. |
|
|
| ## Bias, Risks, and Limitations |
|
|
| 17m parameters is not a lot, and it limits a lot it's usage |
|
|
| ### Recommendations |
|
|
| Users (both direct and downstream) should be made aware of the risks, biases, and limitations of the model |
|
|
| ## How to Get Started with the Model |
|
|
| Use the code in the repository of this model to get started |
|
|
| ## Training Details |
|
|
| ### Training Data |
|
|
| This model was trained using the **theblackcat102/evol-codealpaca-v1** dataset |
|
|
| ### Training Procedure |
|
|
|
|
|
|
| #### Training Hyperparameters |
|
|
| - **Training regime:** fp32 <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision --> |
|
|
| ## Technical Specifications |
|
|
| #### Hardware |
|
|
| - Any GPU with 8 Gb of memory should be able to run it, CPU doesn't run |
|
|
| #### Software |
|
|
| - PyTorch |
