LLM Hallucination Index RAG SpecialModel Insights
claude-3-5-sonnet-20240620
Details
Developer
Anthropic
License
NA (private model)
Model parameters
NA (private model)
Supported context length
200k
Price for prompt token
$3/Million tokens
Price for response token
$15/Million tokens
Model Performance Across Task-Types
Chainpoll Score
Short Context
0.97
Medium Context
1
Long Context
1
Model Insights Across Task-Types
Digging deeper, here’s a look how claude-3-5-sonnet-20240620 performed across specific datasets
Short Context RAG
Medium Context RAG
This heatmap indicates the model's success in recalling information at different locations in the context. Green signifies success, while red indicates failure.
Performance Summary
| Tasks | Dataset | Context adherence | Avg response length |
|---|---|---|---|
| Short context RAG | Drop | 0.98 | 344.8 |
| Hotpot | 0.96 | 511.3 | |
| MS Marco | 0.96 | 1030.1 | |
| ConvFinQA | 0.99 | 417.2 | |
| Medium context RAG | Medium context RAG | 1.00 | NA |
| Long context RAG | Long context RAG | 1.00 | NA |