WizardCoder 1B
WizardCoder 1B is released 2024-01-29 in the WizardCoder family with open-source; evaluate it while provider pricing coverage matures.
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
- Openness
- Open source
- License
- Apache 2.0OSI-approvedCommercial use: permitted
- Weights
- Unknown
- Code
- Unknown
- Training
- Fine-tuned
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 an open-source 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.
Frequently asked questions
What is the context window of WizardCoder 1B?
WizardCoder 1B has a context window of 8k tokens.
When was WizardCoder 1B released?
WizardCoder 1B was released on 2024-01-29.
No tracked provider token pricing is available yet.