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config.yaml
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config.yaml
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models_to_test:
- 'phi3-4k-sentiment-may-24-2024-2epoches-unsloth.Q4_K_M'
- 'phi3-4k-sentiment-may-24-2024-2epoches-unsloth.Q5_K_M'
- 'phi3-4k-sentiment-may-24-2024-2epoches-unsloth.Q8_0'
- 'phi3-4k-sentiment-may-24-2024-2epoches-unsloth.F16'
- 'phi3:3.8b-mini-instruct-4k-q4_K_M'
- 'phi3:3.8b-mini-instruct-4k-fp16'
- 'mistral-7b-03-sentiment-may-23-2024-2epoch-unsloth.Q4_K_M'
- 'mistral-7b-03-sentiment-may-23-2024-2epoch-unsloth.Q5_K_M'
- 'mistral-7b-03-sentiment-may-23-2024-2epoch-unsloth.Q8_0'
- 'mistral-7b-03-sentiment-may-23-2024-2epoch-unsloth.F16'
- 'llama3-8b-sentiment-may-22-2024-2epoches-unsloth.Q4_K_M'
- 'llama3-8b-sentiment-may-22-2024-2epoches-unsloth.Q5_K_M'
- 'llama3-8b-sentiment-may-22-2024-2epoches-unsloth.Q8_0'
- 'llama3-8b-sentiment-may-22-2024-2epoches-unsloth.F16'
- 'llama3:8b-instruct-sentiment_analysis-q4_K_M'
- 'llama3:8b-instruct-sentiment_analysis-q5_K_M'
- 'llama3:8b-instruct-sentiment_analysis-q8_0'
- 'llama3:8b-instruct-sentiment_analysis-fp16'
- 'llama3:8b-instruct-q4_K_M'
- 'llama3:8b-instruct-q5_K_M'
- 'llama3:8b-instruct-q8_0'
- 'llama3:8b-instruct-fp16'
- 'mistral-7b-sentiment-may-18-2024-1epoch-unsloth.Q4_K_M'
- 'mistral-7b-sentiment-may-18-2024-1epoch-unsloth.Q5_K_M'
- 'mistral-7b-sentiment-may-18-2024-1epoch-unsloth.Q8'
- 'mistral-7b-sentiment-may-18-2024-1epoch-unsloth.F16'
- 'mistral:7b-instruct-q4_K_M'
- 'mistral:7b-instruct-q5_K_M'
- 'mistral:7b-instruct-q8_0'
- 'mistral:7b-instruct-fp16'
- 'dolphin-mistral:7b-v2.8-q4_K_M'
- 'dolphin-mistral:7b-v2.8-q5_K_M'
- 'dolphin-mistral:7b-v2.8-q8_0'
- 'dolphin-mistral:7b-v2.8-fp16'
comparison_pairs:
- ['llama3_8b-instruct-fp16', 'llama3_8b-instruct-sentiment_analysis-fp16']
- ['llama3_8b-instruct-q4_K_M', 'llama3_8b-instruct-sentiment_analysis-q4_K_M']
- ['llama3_8b-instruct-q5_K_M', 'llama3_8b-instruct-sentiment_analysis-q5_K_M']
- ['llama3_8b-instruct-q8_0', 'llama3_8b-instruct-sentiment_analysis-q8_0']
- ['mistral_7b-instruct-fp16', 'llama3_8b-instruct-fp16']
- ['mistral_7b-instruct-q4_K_M', 'llama3_8b-instruct-q4_K_M']
- ['mistral_7b-instruct-q5_K_M', 'llama3_8b-instruct-q5_K_M']
- ['mistral_7b-instruct-q8_0', 'llama3_8b-instruct-q8_0']
- ['dolphin-mistral_7b-v2.8-fp16', 'mistral_7b-instruct-fp16']
- ['dolphin-mistral_7b-v2.8-q4_K_M', 'mistral_7b-instruct-q4_K_M']
- ['dolphin-mistral_7b-v2.8-q5_K_M', 'mistral_7b-instruct-q5_K_M']
- ['dolphin-mistral_7b-v2.8-q8_0', 'mistral_7b-instruct-q8_0']
- ['mistral-7b-sentiment-may-18-2024-1epoch-unsloth.F16', 'mistral_7b-instruct-fp16']
- ['mistral-7b-sentiment-may-18-2024-1epoch-unsloth.Q4_K_M', 'mistral_7b-instruct-q4_K_M']
- ['mistral-7b-sentiment-may-18-2024-1epoch-unsloth.Q5_K_M', 'mistral_7b-instruct-q5_K_M']
- ['mistral-7b-sentiment-may-18-2024-1epoch-unsloth.Q8', 'mistral_7b-instruct-q8_0']
- [
'mistral-7b-sentiment-may-18-2024-1epoch-unsloth.F16',
'llama3_8b-instruct-sentiment_analysis-fp16',
]
- [
'mistral-7b-sentiment-may-18-2024-1epoch-unsloth.Q4_K_M',
'llama3_8b-instruct-sentiment_analysis-q4_K_M',
]
- [
'mistral-7b-sentiment-may-18-2024-1epoch-unsloth.Q5_K_M',
'llama3_8b-instruct-sentiment_analysis-q5_K_M',
]
- [
'mistral-7b-sentiment-may-18-2024-1epoch-unsloth.Q8',
'llama3_8b-instruct-sentiment_analysis-q8_0',
]
sentiment_save_folder: 'sentiments'
sample_size: 14
report_example_sample_size: 5
ticker_symbol: 'MSFT'
max_news_age: 1
max_news_items: 20
report_output_file: 'reports/model_metrics.xlsx'
report_output_csv_file: 'reports/model_metrics.csv'
report_output_csv_folder: 'reports'
heatmaps_folder: 'heatmaps'
default_temperature: 0.2
context_window_size: 8192
num_tokens_to_predict: 1024