Wizard Coder 15B
Wizard Coder 15B 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
- 15B
- 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-15B is a large language model tailored for coding tasks, developed by the WizardLM Team. It builds on a transformer architecture and is fine-tuned from the StarCoder model using the Evol-Instruct method, which involves utilizing a synthetic dataset to enhance instruction-following abilities. With 15 billion parameters, it has achieved a notable 57.3 pass@1 score on the HumanEval benchmark, outperforming many other open-source coding LLMs. The model excels in code generation, completion, and review across various programming languages but may be limited by the input quality and its knowledge scope. Continuous research is underway to improve its performance and address inherent limitations and biases.
Wizard Coder 15B 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 Wizard Coder 15B 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 Wizard Coder 15B?
Wizard Coder 15B has a context window of 8k tokens.
When was Wizard Coder 15B released?
Wizard Coder 15B was released on 2024-01-29.
No tracked provider token pricing is available yet.