| | --- |
| | 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 |
