WizardCoder 1B
WizardCoder 1B has model metadata, but missing tracked provider pricing keeps it from being a default production pick.
Use it for
- Teams evaluating general LLM work
- Workloads that can use a 8k context window
Do not use it for
- Cost-sensitive launches that need sourced token pricing
- Vision or document-understanding workloads
- Strict JSON or tool-calling flows
- Family
- WizardCoder
- Released
- 2024-01-29
- Context
- 8k
- Parameters
- 1B
- Architecture
- Decoder Only
- Specialization
- general
- Training
- finetuned
No tracked provider token pricing is available yet.
About
WizardCoder 1B is a specialized language model for code generation tasks, built on the StarCoder architecture with a transformer model utilizing multi-query attention and a fill-in-the-middle objective. It features 1 billion parameters and has been fine-tuned using the Evol-Instruct method to excel at following complex coding instructions. WizardCoder 1B can generate code snippets across various programming languages, complete code, and provide summaries. Its training set, rich in code-related instructions, enhances its performance on benchmarks like HumanEval and MBPP. Despite its proficiency, potential inconsistencies in code quality and reliance on clear instructions are noted limitations.
WizardCoder 1B is a model in the WizardCoder family. The structured metadata tracks a 8k-token context window. No headline benchmark score is tracked for WizardCoder 1B yet.
Top use-case fit
No primary decision-task fit is mapped for this model yet.
Provider price ladder
No tracked provider token pricing is available for this model yet.
Capabilities
No model capability flags are currently sourced.
Benchmark peer barsfor Coding
No task-mapped benchmark peers are available for this model yet.
Migration checks
No linked migration route is available for this model yet.