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meta /codellama-7b-python:0135c7cd
Input schema
The fields you can use to run this model with an API. If you don’t give a value for a field its default value will be used.
| Field | Type | Default value | Description |
|---|---|---|---|
| prompt |
string
|
Prompt to send to Codellama
|
|
| max_new_tokens |
integer
|
500
Min: 1 |
Maximum number of tokens to generate. A word is generally 2-3 tokens
|
| min_new_tokens |
integer
|
-1
Min: -1 |
Minimum number of tokens to generate. To disable, set to -1. A word is generally 2-3 tokens.
|
| temperature |
number
|
0.95
Min: 0.01 Max: 5 |
Adjusts randomness of outputs, greater than 1 is random and 0 is deterministic, 0.75 is a good starting value.
|
| top_p |
number
|
0.95
Max: 1 |
When decoding text, samples from the top p percentage of most likely tokens; lower to ignore less likely tokens
|
| top_k |
integer
|
250
|
When decoding text, samples from the top k most likely tokens; lower to ignore less likely tokens
|
| repetition_penalty |
number
|
1.15
Min: 0.01 Max: 5 |
Penalty for repeated words in generated text; 1 is no penalty, values greater than 1 discourage repetition, less than 1 encourage it.
|
| repetition_penalty_sustain |
integer
|
256
Min: -1 |
Number of most recent tokens to apply repetition penalty to, -1 to apply to whole context
|
| token_repetition_penalty_decay |
integer
|
128
Min: 1 |
Gradually decrease penalty over this many tokens
|
| debug |
boolean
|
False
|
provide debugging output in logs
|
Output schema
The shape of the response you’ll get when you run this model with an API.
Schema
{'items': {'type': 'string'},
'title': 'Output',
'type': 'array',
'x-cog-array-display': 'concatenate',
'x-cog-array-type': 'iterator'}