Nokome Bentley1 min read

Model Parameters

Model selection and inference parameters for generative AI models.

Properties

The ModelParameters type has these properties:

Name Description Type Inherited from JSON-LD @id Aliases
id The identifier for this item. String Entity schema:id -
modelIds The ids of the models to select. String* - stencila:modelIds models, model, model-ids, model_ids, modelId, model-id, model_id
replicates The number of replicate inferences to run per model id. UnsignedInteger - stencila:replicates reps
qualityWeight The relative weighting given to model quality (0-100). UnsignedInteger - stencila:qualityWeight quality, qual, quality-weight, quality_weight
costWeight The relative weighting given to model cost (0-100). UnsignedInteger - stencila:costWeight cost, cost-weight, cost_weight
speedWeight The relative weighting given to model speed (0-100). UnsignedInteger - stencila:speedWeight speed, speed-weight, speed_weight
minimumScore The minimum score for models to be selected (0-100). UnsignedInteger - stencila:minimumScore minimum-score, minimum_score, minScore, min-score, min_score
temperature The temperature option for model inference (0-100). UnsignedInteger - stencila:temperature temp
randomSeed The random seed used for the model (if possible) Integer - stencila:randomSeed random-seed, random_seed, rand-seed, rand_seed, seed
executeContent Automatically execute generated content. Boolean - stencila:executeContent execute-content, execute_content
executionBounds The environment in which code should be executed. ExecutionBounds - stencila:executionBounds execution-bounds, execution_bounds
maximumRetries When executing content, the maximum number of retries. UnsignedInteger - stencila:maximumRetries retries, maximum-retries, maximum_retries

Related

The ModelParameters type is related to these types:

Formats

The ModelParameters type can be encoded (serialized) to, and/or decoded (deserialized) from, these formats:

Format Encoding Decoding Support Notes
DOM HTML 🟢 No loss
HTML 🔷 Low loss
JATS
Markdown ⚠️ High loss Encoded using implemented function
Stencila Markdown ⚠️ High loss
Quarto Markdown ⚠️ High loss
MyST Markdown ⚠️ High loss
LLM Markdown ⚠️ High loss
LaTeX 🔷 Low loss 🔷 Low loss
PDF 🔷 Low loss
Plain text ⚠️ High loss
IPYNB 🔷 Low loss 🔷 Low loss
Microsoft Word DOCX 🔷 Low loss 🔷 Low loss
OpenDocument ODT 🔷 Low loss 🔷 Low loss
TeX 🔷 Low loss 🔷 Low loss
JSON 🟢 No loss 🟢 No loss
JSON+Zip 🟢 No loss 🟢 No loss
JSON5 🟢 No loss 🟢 No loss
JSON-LD 🟢 No loss 🟢 No loss
CBOR 🟢 No loss 🟢 No loss
CBOR+Zstandard 🟢 No loss 🟢 No loss
YAML 🟢 No loss 🟢 No loss
Lexical JSON 🔷 Low loss 🔷 Low loss
Koenig JSON 🔷 Low loss 🔷 Low loss
Pandoc AST 🔷 Low loss 🔷 Low loss
Directory
Stencila Web Bundle
Debug 🔷 Low loss

Bindings

The ModelParameters type is represented in:

Source

This documentation was generated from ModelParameters.yaml by docs_types.rs.