Compare the total cost of ownership between fine-tuning Llama three locally versus using managed OpenAI APIs in twenty twenty four.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Compare the total cost of ownership between fine-tuning Llama three locally versus using managed OpenAI APIs in twenty twenty four.
3 real searches · 1 real-search pass
2024 Llama 3 fine tuning GPU hardware cost A100 H100 cloud rental pricing 2024 QLoRAGoogle ↗
OBSERVEDOther / navigational
OpenAI API pricing 2024 GPT-3.5 Turbo GPT-4o fine-tuning pricing August 2024Google ↗
OBSERVEDComparison
Meta Llama 3 license commercial use 2024 model sizes 8B 70BGoogle ↗
OBSERVEDOther / navigational
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
2024 Llama 3 fine tuning GPU hardware cost A100 H100 cloud rental pricing 2024 QLoRA Google ↗
OpenAI API pricing 2024 GPT-3.5 Turbo GPT-4o fine-tuning pricing August 2024 Google ↗
Meta Llama 3 license commercial use 2024 model sizes 8B 70B Google ↗
- GPT-4o mini: advancing cost-efficient intelligence · openai.com
- Prompt Caching in the API · openai.com
- llama3/MODEL_CARD.md at main · meta-llama/llama3 · github.com
- llama-models/models/llama3/MODEL_CARD.md at main · meta-llama/llama-models · github.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2024 Llama 3 fine tuning GPU hardware cost A100 H100 cloud rental pricing 2024 QLoRA OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
OpenAI API pricing 2024 GPT-3.5 Turbo GPT-4o fine-tuning pricing August 2024 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Meta Llama 3 license commercial use 2024 model sizes 8B 70B OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |