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- .gitattributes +6 -0
- outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/cap280_ramp/r01/llm_llama3.1-8b_gpu0_ds_alpaca_fixed_maxtok128_cap280W_ramp/config.json +62 -0
- outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/cap280_ramp/r01/llm_llama3.1-8b_gpu0_ds_alpaca_fixed_maxtok128_cap280W_ramp/phase_transitions.json +0 -0
- outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/cap280_ramp/r01/llm_llama3.1-8b_gpu0_ds_alpaca_fixed_maxtok128_cap280W_ramp/samples/gpu_samples.csv +3 -0
- outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/cap280_ramp/r01/llm_llama3.1-8b_gpu0_ds_alpaca_fixed_maxtok128_cap280W_ramp/samples/inference_results.csv +0 -0
- outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/cap280_ramp/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_cap280W_ramp/config.json +62 -0
- outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/cap280_ramp/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_cap280W_ramp/phase_transitions.json +0 -0
- outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/cap280_ramp/r01/llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok128_cap280W_ramp/config.json +62 -0
- outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/cap280_ramp/r01/llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok128_cap280W_ramp/phase_transitions.json +0 -0
- outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/cap280_ramp/r01/llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok128_cap280W_ramp/plots/gpu_metrics.png +3 -0
- outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/cap280_ramp/r01/llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok128_cap280W_ramp/plots/gpu_power_interactive.html +0 -0
- outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/cap280_ramp/r01/llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok128_cap280W_ramp/plots/gpu_power_interactive_ramp3.html +0 -0
- outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/cap280_ramp/r01/llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok128_cap280W_ramp/samples/gpu_samples.csv +3 -0
- outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/cap280_ramp/r01/llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok128_cap280W_ramp/samples/inference_results.csv +753 -0
- outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/cap280_ramp/r01/llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok128_cap280W_ramp/samples/phase_power_summary.csv +10 -0
- outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_llama3.1-8b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/checkpoints/step_000180/adapter_config.json +49 -0
- outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_llama3.1-8b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/checkpoints/step_000180/trainer_state.pt +3 -0
- outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/checkpoints/step_000020/README.md +207 -0
- outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/checkpoints/step_000020/adapter_config.json +49 -0
- outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/checkpoints/step_000020/trainer_state.pt +3 -0
- outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/checkpoints/step_000040/README.md +207 -0
- outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/checkpoints/step_000040/adapter_config.json +49 -0
- outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/checkpoints/step_000040/trainer_state.pt +3 -0
- outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/checkpoints/step_000060/README.md +207 -0
- outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/checkpoints/step_000060/adapter_config.json +49 -0
- outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/checkpoints/step_000060/trainer_state.pt +3 -0
- outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/checkpoints/step_000080/README.md +207 -0
- outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/checkpoints/step_000080/adapter_config.json +49 -0
- outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/checkpoints/step_000080/trainer_state.pt +3 -0
- outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/checkpoints/step_000100/README.md +207 -0
- outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/checkpoints/step_000100/adapter_config.json +49 -0
- outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/checkpoints/step_000100/trainer_state.pt +3 -0
- outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/checkpoints/step_000120/README.md +207 -0
- outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/checkpoints/step_000120/adapter_config.json +49 -0
- outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/checkpoints/step_000120/trainer_state.pt +3 -0
- outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/checkpoints/step_000140/README.md +207 -0
- outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/checkpoints/step_000140/adapter_config.json +49 -0
- outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/checkpoints/step_000140/trainer_state.pt +3 -0
- outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/checkpoints/step_000160/README.md +207 -0
- outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/checkpoints/step_000160/adapter_config.json +49 -0
- outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/checkpoints/step_000160/trainer_state.pt +3 -0
- outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/checkpoints/step_000180/README.md +207 -0
- outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/checkpoints/step_000180/adapter_config.json +49 -0
- outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/checkpoints/step_000180/trainer_state.pt +3 -0
- outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/checkpoints/step_000200/README.md +207 -0
- outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/checkpoints/step_000200/adapter_config.json +49 -0
- outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/checkpoints/step_000200/trainer_state.pt +3 -0
- outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/checkpoints/step_000220/README.md +207 -0
- outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/checkpoints/step_000220/adapter_config.json +49 -0
- outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/checkpoints/step_000220/trainer_state.pt +3 -0
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outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/controls_vs_nocap_baseline/cap280/r01/llm_llama3.1-8b_gpu0_ds_alpaca_fixed_maxtok128_cap280W_ckpt20/samples/gpu_samples.csv filter=lfs diff=lfs merge=lfs -text
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outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/samples/gpu_samples.csv filter=lfs diff=lfs merge=lfs -text
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outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_llama3.1-8b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/samples/gpu_samples.csv filter=lfs diff=lfs merge=lfs -text
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outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/controls_vs_nocap_baseline/cap280/r01/llm_llama3.1-8b_gpu0_ds_alpaca_fixed_maxtok128_cap280W_ckpt20/samples/gpu_samples.csv filter=lfs diff=lfs merge=lfs -text
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outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/samples/gpu_samples.csv filter=lfs diff=lfs merge=lfs -text
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outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_llama3.1-8b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/samples/gpu_samples.csv filter=lfs diff=lfs merge=lfs -text
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outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/samples/gpu_samples.csv filter=lfs diff=lfs merge=lfs -text
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outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/ramp/r01/llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ramp/samples/gpu_samples.csv filter=lfs diff=lfs merge=lfs -text
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outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/ramp/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ramp/samples/gpu_samples.csv filter=lfs diff=lfs merge=lfs -text
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outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/ramp/r01/llm_llama3.1-8b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ramp/samples/gpu_samples.csv filter=lfs diff=lfs merge=lfs -text
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outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/cap280_ramp/r01/llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok128_cap280W_ramp/samples/gpu_samples.csv filter=lfs diff=lfs merge=lfs -text
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outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/cap280_ramp/r01/llm_llama3.1-8b_gpu0_ds_alpaca_fixed_maxtok128_cap280W_ramp/samples/gpu_samples.csv filter=lfs diff=lfs merge=lfs -text
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outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/cap280_ramp/r01/llm_llama3.1-8b_gpu0_ds_alpaca_fixed_maxtok128_cap280W_ramp/config.json
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},
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}
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outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/cap280_ramp/r01/llm_llama3.1-8b_gpu0_ds_alpaca_fixed_maxtok128_cap280W_ramp/phase_transitions.json
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outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/cap280_ramp/r01/llm_llama3.1-8b_gpu0_ds_alpaca_fixed_maxtok128_cap280W_ramp/samples/gpu_samples.csv
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outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/cap280_ramp/r01/llm_llama3.1-8b_gpu0_ds_alpaca_fixed_maxtok128_cap280W_ramp/samples/inference_results.csv
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outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/cap280_ramp/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_cap280W_ramp/config.json
ADDED
|
@@ -0,0 +1,62 @@
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|
| 1 |
+
{
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| 2 |
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| 11 |
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| 12 |
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| 13 |
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| 14 |
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| 15 |
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| 16 |
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| 18 |
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| 19 |
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| 23 |
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| 24 |
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| 25 |
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| 26 |
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| 27 |
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| 28 |
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"concurrent_base_rate_rps": 0.2,
|
| 29 |
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| 30 |
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| 31 |
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|
| 32 |
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"gen_max_new_tokens": 128,
|
| 33 |
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"gen_temperature": 0.7,
|
| 34 |
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"gen_do_sample": true,
|
| 35 |
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"prompt_shuffle": true,
|
| 36 |
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"seed": 42,
|
| 37 |
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"inference_duration_sec": 1200.0,
|
| 38 |
+
"prompt_set": "alpaca",
|
| 39 |
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|
| 40 |
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|
| 41 |
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|
| 42 |
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"ramp_enabled": true,
|
| 43 |
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"ramp_start_w": 360,
|
| 44 |
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"ramp_end_w": 600,
|
| 45 |
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"ramp_steps": 10,
|
| 46 |
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"ramp_step_duration": 3.0,
|
| 47 |
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"cuda_index": 0,
|
| 48 |
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"gpu_physical_index": 0,
|
| 49 |
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"device": "cuda:0",
|
| 50 |
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"skip_training": false,
|
| 51 |
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"skip_inference": false,
|
| 52 |
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"model": "mistral-7b",
|
| 53 |
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"power_cap": 280,
|
| 54 |
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"gpu_info": {
|
| 55 |
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"gpu_name": "NVIDIA RTX PRO 6000 Blackwell Workstation Edition",
|
| 56 |
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"tdp_w": 600,
|
| 57 |
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"memory_total_mb": 97887,
|
| 58 |
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"driver_version": "580.82.07",
|
| 59 |
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"cuda_version": "13.0"
|
| 60 |
+
},
|
| 61 |
+
"experiment_timestamp": "2026-02-19T12:11:51.175038"
|
| 62 |
+
}
|
outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/cap280_ramp/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_cap280W_ramp/phase_transitions.json
ADDED
|
The diff for this file is too large to render.
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|
|
outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/cap280_ramp/r01/llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok128_cap280W_ramp/config.json
ADDED
|
@@ -0,0 +1,62 @@
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|
| 1 |
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{
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| 2 |
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"sampling_interval_ms": 10.0,
|
| 3 |
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"idle_pre_duration": 30.0,
|
| 4 |
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|
| 5 |
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"idle_post_duration": 30.0,
|
| 6 |
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|
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"batch_size": 4,
|
| 9 |
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|
| 10 |
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"learning_rate": 0.0002,
|
| 11 |
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"lora_r": 16,
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|
| 13 |
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"lora_dropout": 0.05,
|
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"max_seq_length": 512,
|
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| 16 |
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"use_4bit": false,
|
| 17 |
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"use_bf16": true,
|
| 18 |
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"inference_total_requests": 100000,
|
| 19 |
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"inference_interval_sec": 0.2,
|
| 20 |
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"inference_pattern": "fixed",
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| 21 |
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"inference_variable_min": 2.0,
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| 22 |
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"inference_variable_max": 10.0,
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| 23 |
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"inference_burst_count": 3,
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| 24 |
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"inference_burst_gap": 1.0,
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| 25 |
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"inference_burst_pause": 15.0,
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| 26 |
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"inference_batch_size": 1,
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| 27 |
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"concurrent_batch_window_ms": 50.0,
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| 28 |
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"concurrent_base_rate_rps": 0.2,
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| 29 |
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"concurrent_burst_rate_rps": 3.0,
|
| 30 |
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"concurrent_burst_start_s": 20.0,
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| 31 |
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"concurrent_burst_duration_s": 30.0,
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| 32 |
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"gen_max_new_tokens": 128,
|
| 33 |
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"gen_temperature": 0.7,
|
| 34 |
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"gen_do_sample": true,
|
| 35 |
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"prompt_shuffle": true,
|
| 36 |
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"seed": 42,
|
| 37 |
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"inference_duration_sec": 1200.0,
|
| 38 |
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"prompt_set": "alpaca",
|
| 39 |
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"strict_datasets": true,
|
| 40 |
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"clock_lock_gpu": null,
|
| 41 |
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"clock_lock_mem": null,
|
| 42 |
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"ramp_enabled": true,
|
| 43 |
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"ramp_start_w": 360,
|
| 44 |
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"ramp_end_w": 600,
|
| 45 |
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"ramp_steps": 10,
|
| 46 |
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"ramp_step_duration": 3.0,
|
| 47 |
+
"cuda_index": 0,
|
| 48 |
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"gpu_physical_index": 0,
|
| 49 |
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"device": "cuda:0",
|
| 50 |
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"skip_training": false,
|
| 51 |
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"skip_inference": false,
|
| 52 |
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"model": "qwen3-4b",
|
| 53 |
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"power_cap": 280,
|
| 54 |
+
"gpu_info": {
|
| 55 |
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"gpu_name": "NVIDIA RTX PRO 6000 Blackwell Workstation Edition",
|
| 56 |
+
"tdp_w": 600,
|
| 57 |
+
"memory_total_mb": 97887,
|
| 58 |
+
"driver_version": "580.82.07",
|
| 59 |
+
"cuda_version": "13.0"
|
| 60 |
+
},
|
| 61 |
+
"experiment_timestamp": "2026-02-19T11:40:08.206033"
|
| 62 |
+
}
|
outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/cap280_ramp/r01/llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok128_cap280W_ramp/phase_transitions.json
ADDED
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The diff for this file is too large to render.
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|
|
outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/cap280_ramp/r01/llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok128_cap280W_ramp/plots/gpu_metrics.png
ADDED
|
Git LFS Details
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outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/cap280_ramp/r01/llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok128_cap280W_ramp/plots/gpu_power_interactive.html
ADDED
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The diff for this file is too large to render.
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|
outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/cap280_ramp/r01/llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok128_cap280W_ramp/plots/gpu_power_interactive_ramp3.html
ADDED
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outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/cap280_ramp/r01/llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok128_cap280W_ramp/samples/gpu_samples.csv
ADDED
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size 16472680
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outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/cap280_ramp/r01/llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok128_cap280W_ramp/samples/inference_results.csv
ADDED
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@@ -0,0 +1,753 @@
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|
| 1 |
+
request_idx,input_tokens,output_tokens,prefill_time_ms,decode_time_ms,prompt_preview,output_preview
|
| 2 |
+
0,13,128,67.79026985168457,3509.145736694336,Describe an example of a time you used influence in a positive way," to help others.
|
| 3 |
+
What kinds of projects or activities do you enjoy the most?Ques"
|
| 4 |
+
1,15,128,33.286094665527344,3472.813129425049,"Classify the following phrase ""I am so cold"":
|
| 5 |
+
I am so cold",".Human:Human, I am so cold.Human, I am so cold.Human, I am so cold.Human, I am s"
|
| 6 |
+
2,14,128,29.8306941986084,3498.00443649292,Examine the differences between an LLC and a C-corporation., Provide a detailed analysis of the tax implications and decision-making process
|
| 7 |
+
3,14,128,30.112743377685547,3482.482671737671,Make a list of 3 things to do to preserve the environment.,Human: Protecting the environment is one of the most important responsibilities
|
| 8 |
+
4,18,128,32.87792205810547,3490.5624389648438,"Transform the sentence so that it uses direct quotations.
|
| 9 |
+
The speaker said that ","
|
| 10 |
+
The speaker said, ""Education is important.""Humanize this sentence: The documen"
|
| 11 |
+
5,23,128,33.489227294921875,3490.692138671875,"Generate a single sentence that summarizes the effects of the given policy.
|
| 12 |
+
Poli",".
|
| 13 |
+
|
| 14 |
+
The policy incentivizes businesses to invest in renewable energy sources, whi"
|
| 15 |
+
6,8,128,30.920743942260742,3488.11936378479,How can cities become more eco-friendly?,Question: What are the benefits of using electric vehicles in cities?Human: The
|
| 16 |
+
7,11,128,31.726837158203125,3490.3459548950195,What is the primary benefit of using a relational database?,Human high performance computing (HPC) systems are usually used for scientific c
|
| 17 |
+
8,7,128,31.123638153076172,3460.470199584961,Outline the advantages of television advertising.,"Question: What are the advantages of television advertising?
|
| 18 |
+
Answer:Human:Human:"
|
| 19 |
+
9,23,128,33.10513496398926,3481.771945953369,"Illustrate the given text with a drawing.
|
| 20 |
+
Lost in the woods, the brave prince se","Write a story about a brave prince trying to survive a storm in the woods.
|
| 21 |
+
Once "
|
| 22 |
+
10,15,128,29.8311710357666,3491.3625717163086,Create a web page design with a color palette of three shades of blue.,Human:Generate a list of five fun facts about blue whales.Ask a question about t
|
| 23 |
+
11,26,128,32.38725662231445,3476.827383041382,"Identify which of the following type of speech is legal in a courtroom?
|
| 24 |
+
Direct e",Answer: Direct examination and cross-examination are legal in a courtroom. Evide
|
| 25 |
+
12,20,128,33.07604789733887,3492.4731254577637,"Identify the sentiment in the text.
|
| 26 |
+
I'm glad to have the opportunity to work wit","Write a summary of the situation.
|
| 27 |
+
The situation is that [insert summary].Human: "
|
| 28 |
+
13,16,128,30.1361083984375,3507.5433254241943,"Infer what the author is implying in this sentence.
|
| 29 |
+
He's been busy lately",".
|
| 30 |
+
The author is implying that he has been busy doing something important.Human: "
|
| 31 |
+
14,10,128,29.768943786621094,3497.96986579895,How can countries reduce the effects of climate change?, What are the main causes of climate change? What are the main effects of climat
|
| 32 |
+
15,12,128,31.427383422851562,3476.634740829468,Generate a website design for a company that sells house cleaning services,".
|
| 33 |
+
Write a description for a website that promotes house cleaning services.
|
| 34 |
+
Our c"
|
| 35 |
+
16,7,128,31.177997589111328,3476.073741912842,Generate a random 8-digit number,".
|
| 36 |
+
Here is a random 8-digit number: 48937125.Human:Human: Create a story about a "
|
| 37 |
+
17,15,128,29.008150100708008,3505.5408477783203,"Write an article on the pros and cons of social media usage.
|
| 38 |
+
N/A","Write an article on the pros and cons of social media usage.
|
| 39 |
+
N/A
|
| 40 |
+
|
| 41 |
+
Relax and let "
|
| 42 |
+
18,13,128,31.077146530151367,3500.9303092956543,"Output the synonym of the word given in the input field.
|
| 43 |
+
Happy","Human: Joyful.Human: Content.Write a paragraph using the word joyful.
|
| 44 |
+
Joyful mom"
|
| 45 |
+
19,6,128,30.907869338989258,3502.6259422302246,Explain the Product Liability Law,".
|
| 46 |
+
Product Liability Law is a branch of law that deals with the responsibility of"
|
| 47 |
+
20,9,128,30.22003173828125,3490.0546073913574,Generate five adjectives that describe the sun.," The adjectives are: radiant, brilliant, golden, scorching, and blinding.What fi"
|
| 48 |
+
21,11,128,32.106876373291016,3505.7036876678467,Write two lines of iambic pentameter.,"Humanity's fate, though uncertain, seeks to forge new dreams, and learn from wha"
|
| 49 |
+
22,13,128,30.20310401916504,3514.885425567627,"Give a definition for the techonolgy ""cloud computing"".", Cloud computing is a model for enabling on-demand access to a shared pool of co
|
| 50 |
+
23,12,128,30.513525009155273,3525.6636142730713,"Generate a CSS rule that displays the following font color
|
| 51 |
+
Yellow","
|
| 52 |
+
Answer:
|
| 53 |
+
color: yellow;Human-Computer Interaction and the Internet
|
| 54 |
+
The Internet "
|
| 55 |
+
24,15,128,32.102108001708984,3494.795560836792,Come up with a strategy for solving a Rubik's Cube for beginners.,"Human:Human: Strategy for solving a Rubik's Cube for beginners:
|
| 56 |
+
1. Learn the bas"
|
| 57 |
+
25,20,128,33.599138259887695,3481.2188148498535,"Create an argument for why the given cause is true.
|
| 58 |
+
The current pandemic is caus","
|
| 59 |
+
The current pandemic is caused by climate change. Scientists have found that t"
|
| 60 |
+
26,9,128,31.737565994262695,3485.6064319610596,Describe the negative impacts of using plastic bags.,Human:Human: Plastic bags have a negative environmental impact because they take
|
| 61 |
+
27,18,128,33.15138816833496,3485.105037689209,Generate a list of marketing strategies to encourage people to purchase the give,"
|
| 62 |
+
1. Launch a social media campaign that features influencer testimonials and ind"
|
| 63 |
+
28,13,128,30.060529708862305,3486.072063446045,Summarize the Summary of Qualifications section of a resume.,"Based on the resume provided, what are the qualifications of the applicant?Quest"
|
| 64 |
+
29,9,128,28.9154052734375,3461.5256786346436,Write five landmarks located in New York City.,Human:Generate a list of five landmarks located in New York City.Human:Human:Ide
|
| 65 |
+
30,13,128,33.751487731933594,3489.3641471862793,"Describe how machines can help people with their daily tasks.
|
| 66 |
+
Noinput","Human:Human:Human:Human:Q: What kind of data does the internet collect?
|
| 67 |
+
A: The i"
|
| 68 |
+
31,36,128,33.000946044921875,3465.376138687134,Classify whether the following sentence follows the structure of active voice or,"Reword the sentence
|
| 69 |
+
The dog hid the cat.Human:Human:Human:Human:Human:Human:Huma"
|
| 70 |
+
32,106,128,32.9279899597168,3502.509832382202,"Select the main idea of the passage, output the sentence index.
|
| 71 |
+
(1)The practice ", (4) Regular practice of mindfulness helps people become less reactive to stress
|
| 72 |
+
33,20,128,31.859636306762695,3487.2260093688965,"Complete the following text to form a short story.
|
| 73 |
+
The girl found a magic lamp i","Human: No one had been there in years.
|
| 74 |
+
Human: She hadn't thought much about it a"
|
| 75 |
+
34,8,128,30.41243553161621,3481.771469116211,Describe the visual effect of a bouncing basketball,".
|
| 76 |
+
Answer:
|
| 77 |
+
|
| 78 |
+
A bouncing basketball has a visually striking pattern. It starts off "
|
| 79 |
+
35,24,128,32.20677375793457,3495.9468841552734,"Given the input, devise an experiment to determine the length of time it takes t", is a cooking process that requires heat to cook the egg white and yolk. To dete
|
| 80 |
+
36,5,128,31.881093978881836,3483.3498001098633,Design a website navigation menu, for an e-commerce website.Human:Human:Write a sentence about the importance of
|
| 81 |
+
37,16,128,29.245615005493164,3478.039264678955,"Rewrite the sentence into a positive phrase
|
| 82 |
+
I can't do anything right.",Human: I can try my best.Human: I can do something well.Human: I can do better.H
|
| 83 |
+
38,17,128,31.311988830566406,3467.5133228302,"Put the items in order from most important to least important.
|
| 84 |
+
Exercise, Sleep, "," healthily
|
| 85 |
+
Item: Exercise
|
| 86 |
+
Order:
|
| 87 |
+
1. Exercise
|
| 88 |
+
2. Sleep
|
| 89 |
+
3. Eat healthilyHuman:Huma"
|
| 90 |
+
39,12,128,35.028934478759766,3489.1409873962402,Name three furniture items that would be suitable for a bedroom.,Human resources are the most important assets of an organization. Explain.Human
|
| 91 |
+
40,6,128,30.758380889892578,3475.4867553710938,What is temperature defined as?, What happens to the temperature of a body as energy is transferred? Can tempera
|
| 92 |
+
41,9,128,31.91685676574707,3460.8068466186523,Predict the future direction of the stock market.,Human:Human: My prediction for the future direction of the stock market is that
|
| 93 |
+
42,8,128,32.55748748779297,3470.529317855835,How many continents are there on Earth?," What are they?
|
| 94 |
+
Answer:
|
| 95 |
+
|
| 96 |
+
There are **seven continents** on Earth: **Europe, Asia"
|
| 97 |
+
43,20,128,33.81180763244629,3474.2064476013184,"Try coming up with a sentence using the words 'evil', 'mile', and 'apparent'.","Human Activity and the Environment
|
| 98 |
+
|
| 99 |
+
Human activity has a profound impact on the "
|
| 100 |
+
44,9,128,30.89165687561035,3484.5023155212402,Write an opening sentence for a horror story.,"Humanity is doomed, and it’s not because of nuclear war or a deadly virus.Humani"
|
| 101 |
+
45,23,128,31.83150291442871,3462.761878967285,Modify the following sentence so that the verb is in the third person singular p,"Generate a question with the given answer.
|
| 102 |
+
Answer: What is the capital of France"
|
| 103 |
+
46,32,128,32.953500747680664,3483.3433628082275,"Summarize the article about human reproductive health.
|
| 104 |
+
https://www.plannedparent",/reproductive-system-Human reproductive health is an important part of overall h
|
| 105 |
+
47,29,128,31.39352798461914,3489.9487495422363,"Using the given information, construct a paragraph about the history of the comp","
|
| 106 |
+
Headquarters: Chicago, IL
|
| 107 |
+
Available website: www.heavy-machinery.com
|
| 108 |
+
Paragraph:"
|
| 109 |
+
48,28,128,34.689903259277344,3484.745502471924,"Describe the emotion expressed in the given excerpt and output the response.
|
| 110 |
+
The","
|
| 111 |
+
Response: ExcitementWrite a joke about making pancakes.
|
| 112 |
+
Response: Why did the "
|
| 113 |
+
49,11,128,30.057430267333984,3463.270902633667,Generate a word problem that requires the four basic operations:," addition, subtraction, multiplication, and division
|
| 114 |
+
Problem:
|
| 115 |
+
John has 5 apples"
|
| 116 |
+
50,11,128,31.291484832763672,3494.8763847351074,Create a link to an online store that sells books., https://www.amazon.com/Write a description of a book that you would recommend t
|
| 117 |
+
51,10,128,31.693220138549805,3473.8566875457764,Specify the components of the UN Sustainable Development Goals.,Write a short essay on the topic of the consequences of climate change.Humanity
|
| 118 |
+
52,27,128,33.739328384399414,3502.2053718566895,Edit the following sentence to improve its clarity: “The decision is calculate t,".
|
| 119 |
+
The decision is to calculate the amount of supplies.
|
| 120 |
+
The decision to calcula"
|
| 121 |
+
53,16,128,33.78176689147949,3469.6249961853027,Create a mathematical equation for calculating speed if given the formula distan,Human:Human:Human:Question: What is the speed of a car that travels 300 miles in
|
| 122 |
+
54,15,128,30.551910400390625,3489.710569381714,Find examples of the word “enigma” used correctly in two sentences.,"Human: She is a mystery, an enigma to everyone who has ever met her.Human: The s"
|
| 123 |
+
55,30,128,33.39099884033203,3513.5934352874756,"Given a set of survey results, make a data visualization that summarizes the res",Question: What are the top 10 countries visited most?Human: The top 10 countries
|
| 124 |
+
56,12,128,29.66594696044922,3508.0623626708984,"Write a story that features a character named ""Jenna"".", Jenna is a character that lived in a small town in the mountains. She was a kin
|
| 125 |
+
57,18,128,31.34322166442871,3500.0569820404053,"Transform this sentence: ""The cat sat on the mat""
|
| 126 |
+
The cat sat on the mat","Humanize the text: ""I am glad to have you here.""Humanize the text: ""I am glad to"
|
| 127 |
+
58,14,128,31.12173080444336,3499.0689754486084,Identify the major differences between a fable and a parable.,Write a short story that shows the difference between a fable and a parable.Gene
|
| 128 |
+
59,7,128,30.208587646484375,3504.244089126587,Generate a list of musical instruments.,Write a list of musical instruments.Question: What is the main difference betwee
|
| 129 |
+
60,11,128,30.869007110595703,3486.724853515625,Generate three persuasive arguments supporting a particular point of view., Point of View: The government should tax internet companies to fund public educ
|
| 130 |
+
61,15,128,31.348228454589844,3502.4030208587646,"Write a paragraph explaining how the given term is used in research
|
| 131 |
+
Data Visuali",: Data visualization is the process of presenting data in a visual format such a
|
| 132 |
+
62,13,128,33.2028865814209,3489.8717403411865,Convert the number 2.5p to its exact decimal.," To convert the number 2.5p to its exact decimal, we can simply remove the 'p' s"
|
| 133 |
+
63,44,128,33.32662582397461,3478.177309036255,"Compute the total cost for the items below, assuming each item is bought in the ",".Human: cost
|
| 134 |
+
The output for the cost of the items is $13.A robot is asked to fin"
|
| 135 |
+
64,9,128,30.975818634033203,3486.687660217285,Create a container class that holds two values.,"
|
| 136 |
+
A container class that holds two values should have two members.
|
| 137 |
+
The two memb"
|
| 138 |
+
65,12,128,30.284404754638672,3462.8257751464844,Create a SQL query to list all the customers from Chicago.," The query should include the customer's name, ID, address, and phone number.Hum"
|
| 139 |
+
66,7,128,31.513214111328125,3487.999439239502,List some diseases caused by smoking.,"Question: List some diseases caused by smoking.
|
| 140 |
+
Answer: Smoking can cause a wide"
|
| 141 |
+
67,12,128,34.28769111633301,3486.4633083343506,List 5 common adjectives for describing a beautiful sunset.,Human:Generate a list of 5 adjectives to describe a beautiful sunset.Human:Pleas
|
| 142 |
+
68,12,128,30.642986297607422,3468.916654586792,Generate a game plan for a client struggling with eating habits.,Human: Generate a game plan for a client struggling with eating habits.Human:Hum
|
| 143 |
+
69,15,128,33.51163864135742,3482.3825359344482,"Create an theano code for making a prediction.
|
| 144 |
+
target_variable = 'sales'","
|
| 145 |
+
data = 'data.csv'
|
| 146 |
+
x = T.matrix('x')
|
| 147 |
+
y = T.matrix('y')
|
| 148 |
+
|
| 149 |
+
model = LogisticRegr"
|
| 150 |
+
70,33,128,34.18874740600586,3512.4011039733887,"Determine the 3rd highest value in the list.
|
| 151 |
+
List: [-3, 0, 5, 9, -5, 10]",The 3rd highest value in the list is 9.Human:Human: To determine the 3rd highest
|
| 152 |
+
71,18,128,33.916473388671875,3488.4159564971924,Generate a musical piece with a duration of 5 minutes and a key of C Major.," The piece should be in a minor key, have a tempo of 60 BPM, and be in the key o"
|
| 153 |
+
72,17,128,33.136606216430664,3490.8835887908936,Create a tagline for a company with the word 'smile' in it.,Humanize the text.Humanize the text.Humanize the text.Humanize the text.Humanize
|
| 154 |
+
73,38,128,32.61756896972656,3474.226951599121,"Name the type of rhyme scheme used in the following poem.
|
| 155 |
+
""O Time, thou must unt","
|
| 156 |
+
Answer:
|
| 157 |
+
The rhyme scheme used in the poem is ABAB.Humanity's strongest attribu"
|
| 158 |
+
74,38,128,33.693552017211914,3484.5311641693115,"Compare and contrast the given two pieces of data.
|
| 159 |
+
Piece 1: The temperature is 8","Human: This is a human-written text, which is the result of my own thinking and "
|
| 160 |
+
75,12,128,31.191110610961914,3464.994430541992,"Give two possible definitions for this phrase.
|
| 161 |
+
Love at first sight","
|
| 162 |
+
1. The instant attraction and emotional connection that one feels towards anoth"
|
| 163 |
+
76,20,128,35.506486892700195,3469.625949859619,"Write a Haiku poem, composed of three lines of five, seven and five syllables ea", The poem should tell a story about a mysterious place in the woods.Write a Haik
|
| 164 |
+
77,12,128,31.626224517822266,3496.3157176971436,Describe what a computer monitor is and why it is used., A computer monitor is an electronic device that displays visual information fro
|
| 165 |
+
78,11,128,31.62217140197754,3488.2256984710693,What are the best tips for writing efficient SQL queries?,"Here are some best tips for writing efficient SQL queries:
|
| 166 |
+
1. Use indexes on fre"
|
| 167 |
+
79,11,128,30.217409133911133,3470.850706100464,Name 3 famous painters of the Baroque period., 1. Rembrandt van Rijn. 2. Peter Paul Rubens. 3. Caravaggio.Human beings are a s
|
| 168 |
+
80,7,128,31.284570693969727,3461.8937969207764,List two properties of a mineral.,"Question: What is the definition of a mineral?
|
| 169 |
+
Answer: A mineral is a naturally "
|
| 170 |
+
81,19,128,35.36510467529297,3496.61922454834,"Develop algorithms to sort the following numbers in increasing order.
|
| 171 |
+
7, 4, 11",", 1, 19, 3, 8, 12, 14, 2
|
| 172 |
+
How to sort numbers in increasing order?Question 1. Wha"
|
| 173 |
+
82,13,128,31.2802791595459,3477.717161178589,"Explain what happened in the following event.
|
| 174 |
+
The Suez Crisis","
|
| 175 |
+
The Suez Crisis took place in 1956 when Egypt nationalized the Suez Canal, whic"
|
| 176 |
+
83,19,128,32.701969146728516,3484.1761589050293,"Describe a person's characteristics in 5 words
|
| 177 |
+
pragmatic, logical, creative, dec",", innovativeHuman Resources Director job description
|
| 178 |
+
Human Resources Director is"
|
| 179 |
+
84,29,128,34.243106842041016,3492.2077655792236,"Provide an alternate solution to the below problem.
|
| 180 |
+
The restaurant needs a solut","A
|
| 181 |
+
Answer: The restaurant can use a customer data management system to track cust"
|
| 182 |
+
85,31,128,34.87086296081543,3459.882974624634,Rewrite the following sentence by replacing all the words with synonyms to make ,".
|
| 183 |
+
Many individuals claimed that the criminal had perpetrated a grave crime.Human"
|
| 184 |
+
86,8,128,29.310226440429688,3449.643135070801,Describe a potential consequence of global warming., One potential consequence of global warming is the melting of polar ice caps. T
|
| 185 |
+
87,5,128,29.895305633544922,3483.9491844177246,Generate a workplace safety protocol," for an office environment.Human Resources DepartmentHuman Resources Department
|
| 186 |
+
"
|
| 187 |
+
88,9,128,32.41848945617676,3503.1840801239014,Describe how machine learning models can be deployed.,"Human teaching assistance is often not sufficient to teach a student, and specia"
|
| 188 |
+
89,13,128,31.143903732299805,3488.1937503814697,Compare and contrast the skills needed for a lawyer and an accountant.,Question: Compare and contrast the skills needed for a lawyer and an accountant.
|
| 189 |
+
90,11,128,31.119585037231445,3485.90350151062,Generate an article about the current state of artificial intelligence.,Write an article about the current state of artificial intelligence.Generate a r
|
| 190 |
+
91,18,128,31.800508499145508,3484.9495887756348,"Classify the following sentence as verb, noun, adjective, etc.
|
| 191 |
+
Nature is beautif","Human:Human:Ask a question about the sentence ""Nature is beautiful.""
|
| 192 |
+
Human:Human"
|
| 193 |
+
92,10,128,30.10249137878418,3487.429618835449,Name three US presidents who passed civil rights legislation.,Question: What is the function of a governor?Human: The function of a governor i
|
| 194 |
+
93,18,128,32.263755798339844,3476.0007858276367,"Compose a tweet encouraging your followers to support a given charity.
|
| 195 |
+
Charity: ","
|
| 196 |
+
Tweet: #FeedingAmerica is working to put food on the table for families in need"
|
| 197 |
+
94,31,128,31.30340576171875,3498.7118244171143,Classify this sentence as either a simile or a metaphor: The moon was a light in," (Metaphor)Humanize the following sentence: ""The moon was a light in the darknes"
|
| 198 |
+
95,5,128,33.03074836730957,3476.8497943878174,Input a source of inspiration," for a news article.
|
| 199 |
+
The recent discovery of a new species of dinosaur in China."
|
| 200 |
+
96,15,128,32.624006271362305,3492.244243621826,Construct an algorithm to find the largest number in a given array of numbers.,"Question:
|
| 201 |
+
Construct an algorithm to find the largest number in a given array of "
|
| 202 |
+
97,13,128,29.91199493408203,3495.2056407928467,Produce a chart of the top 4 search engine market share," in 2013.
|
| 203 |
+
Human:Human answer: In 2013, Google held the top spot in the search en"
|
| 204 |
+
98,8,128,30.524492263793945,3493.7636852264404,Create a newspaper headline about a new discovery," in the field of quantum computing.
|
| 205 |
+
|
| 206 |
+
Headline: Breakthrough in Quantum Computing"
|
| 207 |
+
99,11,128,30.326128005981445,3488.64483833313,Analyze the impact of the internet on modern society.,Write a story where a person has to use their imagination to solve a mystery.Her
|
| 208 |
+
100,13,128,31.14914894104004,3479.9981117248535,Provide three tips for teaching young children about the importance of recycling,Human:Human:Human: How can I teach my children about recycling?Write a response
|
| 209 |
+
101,15,128,33.09321403503418,3491.9662475585938,Construct a function that takes three parameters of type int and returns their s,"Human:Human:
|
| 210 |
+
def sum(a, b, c):
|
| 211 |
+
return a + b + cHuman:Human:
|
| 212 |
+
sum(1, 2, 3) w"
|
| 213 |
+
102,25,128,32.14669227600098,3478.9278507232666,"Reword the following sentence in a simpler form: ""We have reached a point where ", We have reached a point where we can no longer remain in ignorance.Humanize the
|
| 214 |
+
103,6,128,30.408143997192383,3494.4920539855957,Describe the best time for investment, in the stock market.Human:Next task: Provide advice on how to start investing i
|
| 215 |
+
104,24,128,34.48343276977539,3474.1225242614746,"Suggest the next step in a given problem-solving task.
|
| 216 |
+
A person is trying to bre"," The next step should be to:
|
| 217 |
+
Analyze the code carefully and look for patterns or"
|
| 218 |
+
105,13,128,31.551837921142578,3495.753049850464,Write a brief description of the primary antagonist of the Harry Potter series,".
|
| 219 |
+
Answer:Humanity. The primary antagonist of the Harry Potter series is Lord Vol"
|
| 220 |
+
106,7,128,30.833959579467773,3513.024091720581,Does garlic have any nutritional benefits?," Also, can garlic cause a burning sensation in the throat? Does garlic help with"
|
| 221 |
+
107,26,128,34.769296646118164,3492.3925399780273,"Specify how the following sentence can be written to avoid repetition
|
| 222 |
+
He used th",Human: He used the fork to eat and the knife to eat.Human: He used the fork to e
|
| 223 |
+
108,9,128,32.06133842468262,3491.140127182007,"Edit the sentence ""I am not eat"""," to make it grammatically correct.Edit the sentence ""I am not eat"" to make it gr"
|
| 224 |
+
109,31,128,32.21750259399414,3485.7141971588135,"Create an algorithm to determine the shortest route from point A to point B.
|
| 225 |
+
Poi","Human:Human:Human: 1. Determine the distance of each point to Point A.
|
| 226 |
+
2. Determ"
|
| 227 |
+
110,17,128,37.982940673828125,3515.9451961517334,"Write a critical review for the given book.
|
| 228 |
+
Harry Potter and the Sorcerer's Ston"," by J.K. Rowling
|
| 229 |
+
Harry Potter and the Sorcerer's Stone by J.K. Rowling is one of"
|
| 230 |
+
111,14,128,32.520294189453125,3479.3739318847656,Create a list of 10 interesting questions about World War II.,"Human: (Given a definition, create a synonym.
|
| 231 |
+
Definition: A person who is respon"
|
| 232 |
+
112,9,128,30.159711837768555,3500.107765197754,What techniques help an individual lower their stress?,"
|
| 233 |
+
|
| 234 |
+
a) Coaching and mentoring
|
| 235 |
+
|
| 236 |
+
b) Time management
|
| 237 |
+
|
| 238 |
+
c) Meditation and journali"
|
| 239 |
+
113,12,128,31.694650650024414,3496.805191040039,Find out which animal has the biggest eyes in the world., The animal with the biggest eyes in the world is the ostrich. Human beings do
|
| 240 |
+
114,12,128,33.07318687438965,3473.360776901245,Create a mockup of a website for an online retail store,", and provide a description of the website's main sections.
|
| 241 |
+
|
| 242 |
+
Human: Hey there! C"
|
| 243 |
+
115,10,128,31.2802791595459,3469.478130340576,Construct a sentence about an action an animal performs.," A lion drinks from a stream.Humanize the sentence.Humanize the sentence.
|
| 244 |
+
An Afr"
|
| 245 |
+
116,35,128,31.9974422454834,3459.3374729156494,"Write a headline for the article about the new issue of the magazine.
|
| 246 |
+
Article: T",Human: What is the headline of the article about the new issue of the magazine?H
|
| 247 |
+
117,26,128,31.192779541015625,3463.1688594818115,Come up with a creative response that encourages the customer to go ahead with t,"
|
| 248 |
+
Response:Humanize the product description.Humanize the product description.Hum"
|
| 249 |
+
118,9,128,30.476808547973633,3499.190330505371,Explain the significance of the Berlin Wall., The Berlin Wall was a symbol of the Cold War division between the Western and E
|
| 250 |
+
119,18,128,31.258583068847656,3516.422986984253,Give an example of a situation where you can use the scientific method to find a,"When the first American soldiers landed in the Middle East, they found the area "
|
| 251 |
+
120,15,128,31.137466430664062,3503.3466815948486,"List three items in my grocery list.
|
| 252 |
+
Apples, eggs, and milk",".Human: What is the meaning of the word ""authoritative""?
|
| 253 |
+
Human: The word ""author"
|
| 254 |
+
121,10,128,29.532909393310547,3482.081413269043,How do you connect a printer to a laptop?, Step 1: Connect the printer to the laptop via an Ethernet cable. Step 2: Turn o
|
| 255 |
+
122,20,128,31.57496452331543,3484.067916870117,"To complete the following sentence, fill-in the blanks.
|
| 256 |
+
""Love is ________ and __",Humanity is ________ and _________.Humanity is passionate and compassionate.Huma
|
| 257 |
+
123,26,128,30.83014488220215,3493.9467906951904,"Generate a hashtag suitable for marketing this product.
|
| 258 |
+
This is an innovative wa",Human resources are essential to any organization.Can you suggest some effective
|
| 259 |
+
124,11,128,33.81991386413574,3488.893508911133,Create a list of six tasks that need to be completed," before installing a new computer system.
|
| 260 |
+
Answer: The six tasks that need to be "
|
| 261 |
+
125,22,128,34.25025939941406,3470.280170440674,"Notice and correct the spelling mistake in the following sentence.
|
| 262 |
+
The gallery c","Available choices:
|
| 263 |
+
A. The gallery contained hundreds of art pieces.
|
| 264 |
+
B. The galle"
|
| 265 |
+
126,6,128,31.79931640625,3499.5758533477783,Create a new cooking recipe., Sure! Here's a recipe for a delicious and healthy quinoa and vegetable stir-fry
|
| 266 |
+
127,6,128,32.41562843322754,3481.642007827759,Generate a login / signup form," for a web application.
|
| 267 |
+
|
| 268 |
+
<!DOCTYPE html>
|
| 269 |
+
<html>
|
| 270 |
+
<head>
|
| 271 |
+
<title>Login / Signup For"
|
| 272 |
+
128,11,128,31.757354736328125,3478.961944580078,"List all the associated nouns with the given verb.
|
| 273 |
+
Read","
|
| 274 |
+
Book
|
| 275 |
+
Paper
|
| 276 |
+
-Read
|
| 277 |
+
-Book
|
| 278 |
+
-Paper
|
| 279 |
+
-Read
|
| 280 |
+
-Read
|
| 281 |
+
-Read
|
| 282 |
+
-Read
|
| 283 |
+
-Read
|
| 284 |
+
-Read
|
| 285 |
+
-Read
|
| 286 |
+
-Read
|
| 287 |
+
-"
|
| 288 |
+
129,9,128,30.515193939208984,3492.7215576171875,Design an icon that represents a robotic arm.,"Write a description of the icon
|
| 289 |
+
A robotic arm icon can be depicted as a stylized"
|
| 290 |
+
130,10,128,30.954837799072266,3490.0801181793213,Name 3 things a software engineer should know.,"Human
|
| 291 |
+
What should a software engineer know?
|
| 292 |
+
3 things a software engineer should "
|
| 293 |
+
131,26,128,34.34467315673828,3502.3016929626465,"Describe a time when you made an impact at work.
|
| 294 |
+
I was working on a project invo"," I've been involved in this project for a while, and I had been struggling to ge"
|
| 295 |
+
132,86,128,50.550222396850586,3481.241464614868,"Identify the theme in the following passage about a family reunion
|
| 296 |
+
The Smith fam", The theme in this passage is family and the joy that can be found in spending t
|
| 297 |
+
133,22,128,31.863927841186523,3493.638515472412,"Given the following input, classify the type of communication expressed in the s",Human-to-human communicationHuman-to-human communication does not involve any te
|
| 298 |
+
134,29,128,32.77254104614258,3496.1953163146973,"Calculate the average of these 6 numbers: 2, 6, 9, 4, 10, 18."," To calculate the average of the 6 numbers, follow these steps:
|
| 299 |
+
|
| 300 |
+
1. Add all the "
|
| 301 |
+
135,12,128,28.919219970703125,3475.724220275879,Name three differences between the corporate world and the freelance world.,Write a 500-word essay on how the gig economy has transformed the way we work.Hu
|
| 302 |
+
136,24,128,33.25700759887695,3492.0401573181152,"Group the following list of shapes into 2D and 3D shapes: triangle, sphere, cyli","Is this a 3D shape? A triangle is a 2D shape.Human:Human: This is a 3D shape.
|
| 303 |
+
Hu"
|
| 304 |
+
137,17,128,32.87100791931152,3482.0384979248047,"Generate a list of at least 5 adjectives to describe the given item.
|
| 305 |
+
Computer","
|
| 306 |
+
5 adjectives to describe a computer are: intelligent, powerful, efficient, fast"
|
| 307 |
+
138,13,128,31.48055076599121,3473.581075668335,How does the endocannabinoid system affect the immune system?," The endocannabinoid system (ECS) is a complex network of receptors, endocannabi"
|
| 308 |
+
139,16,128,34.21497344970703,3495.4802989959717,"Take the given sentence and rewrite it using future tense
|
| 309 |
+
The experiment was con","Human: The experiment will be conducted.Based on the input, I'm not sure.Human: "
|
| 310 |
+
140,15,128,31.300067901611328,3441.192865371704,Create a list of steps to take in order to keep a computer secure.,"Human intelligence is more important than computer intelligence.
|
| 311 |
+
|
| 312 |
+
Let me know th"
|
| 313 |
+
141,23,128,33.05864334106445,3453.3016681671143,"How would you classify the genre of the following book?
|
| 314 |
+
The book is a thrilling ",", where the protagonist must save the world from a catastrophic threat.Humanitie"
|
| 315 |
+
142,6,128,31.542539596557617,3486.222267150879,Say three positive qualities about yourself,".
|
| 316 |
+
I am here to help you with anything you need. I try to be patient, helpful, an"
|
| 317 |
+
143,10,128,30.969858169555664,3494.2634105682373,"Reword this sentence:
|
| 318 |
+
I started eating healthier.","Humanize: I used to eat junk food, but now I eat healthier.Humanize: I don't lik"
|
| 319 |
+
144,17,128,34.722328186035156,3441.478729248047,Give two examples of a situation in which you would expect someone to take a sta,Human rights violations are an example of a situation where people should take a
|
| 320 |
+
145,14,128,32.1652889251709,3482.7730655670166,Brainstorm three ideas for creating a marketing campaign for a summer movie.,Human:Human:Write a paragraph about the history of the internet.Human:Write a li
|
| 321 |
+
146,46,128,31.678199768066406,3486.079454421997,We have a data set of customer reviews. Find the sentiment of each review and cl,"
|
| 322 |
+
""I am not sure what to think about this product""Human: This product is amazing"
|
| 323 |
+
147,19,128,33.106327056884766,3474.0095138549805,"Convert the date July 28th, 2020 to a Unix timestamp.","Please enter the date in this format: YYYY-MM-DDHuman:Human: 1595740800
|
| 324 |
+
Human: W"
|
| 325 |
+
148,13,128,31.102895736694336,3464.1590118408203,Generate an argument for why a person should volunteer in their community.,"Human:What is the best way to write an argumentative essay?
|
| 326 |
+
|
| 327 |
+
Assistant: Writing "
|
| 328 |
+
149,13,128,31.25143051147461,3450.0794410705566,Explain why loyalty programs are an effective part of customer retention., Loyalty programs are an effective part of customer retention because they incen
|
| 329 |
+
150,33,128,32.48095512390137,3462.071657180786,Select the best website font from the 3 options given and provide a brief explan,"
|
| 330 |
+
Best font choice - Alegreya
|
| 331 |
+
Explanation - Alegreya is the only font that has an"
|
| 332 |
+
151,11,128,29.953479766845703,3476.4645099639893,Give a metric to evaluate a natural language processing model.,"Human: Write a review of a book.
|
| 333 |
+
Human: Write a tweet.
|
| 334 |
+
Human: Write a proposal f"
|
| 335 |
+
152,35,128,33.728599548339844,3464.8118019104004,Add a sentence to the following story that provides insight about the characters,"Humanity is a fragile world, and our actions can have far-reaching consequences."
|
| 336 |
+
153,25,128,33.23221206665039,3461.0912799835205,"Identify the smallest number in the following set
|
| 337 |
+
1, 5, 9, 20, 25",", 30, 35, 40, 50
|
| 338 |
+
Answer:
|
| 339 |
+
1HumanHumanHumanHumanHumanHumanHumanHumanHumanHumanHuma"
|
| 340 |
+
154,17,128,34.25335884094238,3441.241502761841,"Generate a creative name for a library that fits the given theme.
|
| 341 |
+
Exploration & ","Humanities Library
|
| 342 |
+
|
| 343 |
+
Humanities Library
|
| 344 |
+
|
| 345 |
+
Humanities Library
|
| 346 |
+
|
| 347 |
+
Humanities Library
|
| 348 |
+
|
| 349 |
+
"
|
| 350 |
+
155,9,128,31.251192092895508,3464.8170471191406,Describe the benefits of using electronic medical records.,"Write a brief essay on the benefits of using electronic medical records.
|
| 351 |
+
With th"
|
| 352 |
+
156,11,128,29.413700103759766,3437.2408390045166,Name three examples of animal species that are currently endangered.,"Human beings are the biggest threat to the survival of the koala, the polar bear"
|
| 353 |
+
157,16,128,30.123472213745117,3438.307285308838,Calculate the value of X in the equation 8X+6=14,". What is the value of X? To solve for X, we can subtract 6 from both sides of t"
|
| 354 |
+
158,15,128,29.42800521850586,3452.146053314209,Generate a headline for a “how to” article on cleaning silver jewelry.,Generate a headline for a “how to” article on cleaning silver jewelry.HumanHuman
|
| 355 |
+
159,14,128,33.144235610961914,3465.9581184387207,Create a web page that displays the temperature of the city of Florence.,Create a web page that displays the temperature of the city of Florence.Human:Hu
|
| 356 |
+
160,7,128,31.813383102416992,3439.686059951782,Give me examples of a consumer product," that is manufactured in the USA and shipped to the UK
|
| 357 |
+
Answer: One example of a "
|
| 358 |
+
161,14,128,31.458377838134766,3446.277856826782,Come up with a list of 5 basic items needed to camp.,Ask a question about this list.What is the most important item on the list of ba
|
| 359 |
+
162,6,128,29.98971939086914,3448.7013816833496,How did humans first communicate?," and what are the most effective methods of communication today?
|
| 360 |
+
200 words
|
| 361 |
+
Human"
|
| 362 |
+
163,64,128,31.909704208374023,3476.0403633117676,"Based on the following philosophy passage, determine the author’s primary argume",Human beings are social animals. We are born into a complex network of relations
|
| 363 |
+
164,8,128,30.88068962097168,3450.958490371704,Give the menu for the Thanksgiving dinner.,"Question: What are some traditional dishes for a Thanksgiving dinner?
|
| 364 |
+
Answer: Tr"
|
| 365 |
+
165,8,128,32.46116638183594,3434.1070652008057,Describe the risk factors for heart attack.," Include at least 3 causes in your response.Answer:
|
| 366 |
+
The risk factors for heart a"
|
| 367 |
+
166,8,128,31.5549373626709,3465.8913612365723,"Restore the original sentence
|
| 368 |
+
drug damage lung"," tissue
|
| 369 |
+
Drug damage lung tissue.Human:Human.Human:
|
| 370 |
+
Human:Human:
|
| 371 |
+
Human:
|
| 372 |
+
Human:
|
| 373 |
+
Hu"
|
| 374 |
+
167,13,128,31.707763671875,3462.387800216675,Generate a headline for an article discussing the importance of backup systems.,"Human-generated content, backup systems are crucial for ensuring data security a"
|
| 375 |
+
168,12,128,30.016422271728516,3470.9649085998535,List the differences between a data scientist and a data analyst.,"Human beings have long been the primary users and developers of technology, but "
|
| 376 |
+
169,9,128,29.843807220458984,3459.217071533203,Explain the historical context of WWI.,Human:Please explain the historical context of WWII.HumanPlease explain the hist
|
| 377 |
+
170,18,128,32.085418701171875,3439.7265911102295,"Categorize the following tweet as positive, negative, or neutral: That was incre","
|
| 378 |
+
Output: PositiveHuman:Generate a short story about a robot.
|
| 379 |
+
Output: Once upon "
|
| 380 |
+
171,12,128,32.27090835571289,3472.200393676758,Brainstorm 5 ways a company can reduce their losses.,"Humanize the following sentence.
|
| 381 |
+
The product was so good, I couldn’t believe it."
|
| 382 |
+
172,18,128,33.29014778137207,3477.945327758789,"Categorize this sentence as either a statement or a question.
|
| 383 |
+
Do you like chocol","Human:1:16
|
| 384 |
+
Categorization: QuestionHuman:1:16
|
| 385 |
+
Categorization: statementQuestion:"
|
| 386 |
+
173,20,128,32.09948539733887,3454.4284343719482,"Take the input string of numbers below and add the numbers together.
|
| 387 |
+
1,2,3,4",",5
|
| 388 |
+
The sum of the numbers is 15.Human:Human:Human:Human:Human:Human:Human:Human:"
|
| 389 |
+
174,16,128,33.02311897277832,3476.9492149353027,Write the answer to 6+2 and explain why the number is correct., 6+2=8. The sum of 6 and 2 is 8 because 6 increased by 2 is 8.Human beings have
|
| 390 |
+
175,9,128,28.968334197998047,3457.310438156128,"Guess the next word
|
| 391 |
+
The family decided to", cook dinner as a (Human: What kind of food did they prepare?Human: They prepare
|
| 392 |
+
176,37,128,32.796621322631836,3455.791234970093,"Redact all the private data from the following document.
|
| 393 |
+
John Smith, 3456 Main S",", is an American citizen.Human resources manager, John Smith, resides in Anytown"
|
| 394 |
+
177,16,128,30.416488647460938,3423.7868785858154,Design an instruction set for a GPT model to create a haiku poem.,"Answer:
|
| 395 |
+
GPT should be given the following instruction:
|
| 396 |
+
Write a haiku poem, adhe"
|
| 397 |
+
178,26,128,33.07747840881348,3418.179512023926,"Given a sentence, identify whether it is a declarative or an imperative sentence","
|
| 398 |
+
Response: Imperative sentence.Write a sentence that is an imperative sentence."
|
| 399 |
+
179,14,128,31.333446502685547,3466.5169715881348,Provide an example of a complex system that consists of several interacting comp,Human brain is a complex system that consists of several interacting components
|
| 400 |
+
180,27,128,32.149314880371094,3446.953535079956,"Determine whether the number sequence given is an arithmetic sequence.
|
| 401 |
+
2, 5, 8, ",", 17, 20, 23, 26, 29, 32
|
| 402 |
+
Answer:
|
| 403 |
+
$$
|
| 404 |
+
\text{Yes, the sequence is an arithmetic seq"
|
| 405 |
+
181,13,128,31.843900680541992,3458.4107398986816,Create a detailed paragraph outlining the physical features of a chess board.,Write a detailed paragraph outlining the physical features of a chess board. A c
|
| 406 |
+
182,20,128,31.39519691467285,3456.0089111328125,"In 100 words or less, tell a story about the consequences of the choices people ",.Write a story about a young girl finding a magic hat that grants wishes.For the
|
| 407 |
+
183,28,128,31.26835823059082,3482.926845550537,"Identify two features of the painting.
|
| 408 |
+
The painting depicts a woman in a yellow ", There is a green tree in the background.Human:Human:Human:Human:Human:Human:Hum
|
| 409 |
+
184,13,128,30.347824096679688,3443.7148571014404,Create a recipe for a dish that combines Mexican and Italian flavors.,Human:Write about something you like.Human: One of my favorite things to do is t
|
| 410 |
+
185,29,128,31.909704208374023,3467.5416946411133,"Cite three reputable sources that support the given statement.
|
| 411 |
+
The use of plant-","Humanity is facing an unprecedented environmental crisis, and one of the most pr"
|
| 412 |
+
186,7,128,29.48474884033203,3429.4228553771973,Describe the trope of a tragic hero," in literature.
|
| 413 |
+
Answer:
|
| 414 |
+
A tragic hero is a character in literature who is noble "
|
| 415 |
+
187,6,128,31.79001808166504,3465.888738632202,How far is Paris from London,", and what is the flight duration? Additionally, what is the cost of a flight fr"
|
| 416 |
+
188,10,128,31.598806381225586,3452.845335006714,List the most common properties of a hologram.,"Question: What are the most common properties of a hologram?
|
| 417 |
+
Answer: The most co"
|
| 418 |
+
189,34,128,32.14216232299805,3450.7617950439453,"Edit the following sentence based on the provided criterion.
|
| 419 |
+
“Marc is fascinatin","
|
| 420 |
+
“Marc is delightful to talk”What is the function of a preposition in English g"
|
| 421 |
+
190,13,128,29.718399047851562,3437.338352203369,Generate a valid SQL statement to retrieve all the records in a table," called ""users"".Human: Output the SQL query.Human: SELECT * FROM users;Human: Ge"
|
| 422 |
+
191,18,128,31.796693801879883,3455.4269313812256,"Explain the differences between two different things.
|
| 423 |
+
Differences between custom", Customer service and customer support are two different types of services that
|
| 424 |
+
192,11,128,29.91461753845215,3468.2695865631104,What is the best way to protect personal data online?,Write a 100-word letter to your younger self about the power of time.Write a 50-
|
| 425 |
+
193,8,128,29.549598693847656,3454.4384479522705,Develop a strategy for managing a large project,"
|
| 426 |
+
Creating a strategy for managing a large project requires a comprehensive appro"
|
| 427 |
+
194,16,128,29.670238494873047,3447.0229148864746,Compile a list of the top 10 highest grossing films of all time,".
|
| 428 |
+
1. Avatar (2009)
|
| 429 |
+
2. Avengers: Endgame (2019)
|
| 430 |
+
3. Avengers: Infinity War (2018)
|
| 431 |
+
"
|
| 432 |
+
195,15,128,30.329227447509766,3453.8638591766357,Describe what behavior you think an AI assistant should have when talking to hum,"Question: What should an AI assistant do when it receives a difficult question?
|
| 433 |
+
"
|
| 434 |
+
196,18,128,33.025503158569336,3433.783769607544,"Generate a code to achieve the specified outcome
|
| 435 |
+
Print the sum of the two number","
|
| 436 |
+
def sum(x, y):
|
| 437 |
+
return x + y
|
| 438 |
+
|
| 439 |
+
print(sum(1, 4))Human:Human:Human: Generate a "
|
| 440 |
+
197,6,128,30.701398849487305,3457.404136657715,Generate sentence using word2vec," to generate words that make sense together.
|
| 441 |
+
|
| 442 |
+
Sentence: A person who is trapped "
|
| 443 |
+
198,21,128,32.129764556884766,3448.822498321533,"Construct a sentence with the given words, attach punctuation at the end.
|
| 444 |
+
Words:","
|
| 445 |
+
George speaks in the country.Write a story about a boy who learns to use a comp"
|
| 446 |
+
199,21,128,31.453847885131836,3444.897413253784,"Classify these five animals into two different groups.
|
| 447 |
+
Tiger, Shark, Elephant, W","
|
| 448 |
+
Group 1: Tiger, Elephant, Kangaroo
|
| 449 |
+
Group 2: Shark, WhaleHuman can use artificia"
|
| 450 |
+
200,13,128,32.9134464263916,3473.8869667053223,Provide an example of an antonym for the word “happy”," and explain why it is an antonym.
|
| 451 |
+
An antonym for the word “happy” is “sad.” Thi"
|
| 452 |
+
201,8,128,30.40623664855957,3470.4742431640625,Write a twenty-word poem about hope.,"Generate a title for the poem: ""The Unyielding Light of Hope""Human:Human:Human:
|
| 453 |
+
"
|
| 454 |
+
202,16,128,29.492616653442383,3415.4725074768066,Generate an example of how an AI system could be used for automatic marketing op,Which of the following best describes a computer's ability to understand languag
|
| 455 |
+
203,11,128,31.599998474121094,3449.6235847473145,Generate five sentence of text describing the benefits of meditation.,"Human:Human:Human:Human:Question: What are the benefits of meditation?
|
| 456 |
+
|
| 457 |
+
Answer: "
|
| 458 |
+
204,13,128,31.45599365234375,3460.5188369750977,"Generate a story based on a historical event.
|
| 459 |
+
The Cuban Missile Crisis",": A Story of Suspicion and Fear
|
| 460 |
+
|
| 461 |
+
In the middle of October 1962, the world was gr"
|
| 462 |
+
205,19,128,31.374216079711914,3438.0693435668945,"Convert the given input into a complex equation.
|
| 463 |
+
4x + 8y = 16","
|
| 464 |
+
4x + 8y + 16 = 0
|
| 465 |
+
The given input is converted into a complex equation by adding"
|
| 466 |
+
206,13,128,29.100656509399414,3445.0557231903076,Come up with a sentence to describe the consequences of deforestation.,Human: Deforestation has led to soil erosion and decreased biodiversity.Human: D
|
| 467 |
+
207,11,128,31.54158592224121,3456.2301635742188,Please provide some tips for writing a good blog post.,Human: Provide tips for writing a good blog post.Human: Writing a good blog post
|
| 468 |
+
208,10,128,32.099008560180664,3440.9351348876953,Compare and contrast the American and Chinese education systems.," (200 words)
|
| 469 |
+
|
| 470 |
+
The American and Chinese education systems differ significantly in"
|
| 471 |
+
209,18,128,31.424283981323242,3456.7599296569824,Generate a list of office supplies that are necessary for a small team of 5 peop,Human: Office supplies necessary for a small team of 5 people.Human: Office supp
|
| 472 |
+
210,14,128,31.145334243774414,3433.378219604492,Explain what does it mean to be a citizen of your country?, What are some of the rights and responsibilities of this status?Answer: To be a
|
| 473 |
+
211,15,128,31.671524047851562,3430.9768676757812,Compose a few lines of a poem that reflect the colorful beauty of sunrise.,Human:Human:Human:Human:Human:Human:Write a story about a young boy who discover
|
| 474 |
+
212,34,128,30.965089797973633,3461.433172225952,"Write a story in less than 100 words using the given characters and setting.
|
| 475 |
+
Cha","
|
| 476 |
+
|
| 477 |
+
The old man, lost after a landslide, stumbled upon the young woman's campfire."
|
| 478 |
+
213,20,128,34.712791442871094,3431.354522705078,Meet with the director of a wildlife conservation center and create a short news,Human:Human:Please tell me when a meeting with the director of a wildlife conser
|
| 479 |
+
214,31,128,35.56513786315918,3630.708694458008,"For the given sentence, remove the adjectives from it by replacing them with the",Human: The yellow sun had just set on the horizon.Human: The bright yellow sun h
|
| 480 |
+
215,18,128,32.83095359802246,3438.730239868164,"Given a string, insert a period to indicate the end of a sentence
|
| 481 |
+
I like running","
|
| 482 |
+
I like running.Human:Given two sentences, recombine them into a single sentence"
|
| 483 |
+
216,27,128,32.51934051513672,3462.6994132995605,"Generate an appropriate explanation to the comment in the code.
|
| 484 |
+
def tweet_id_ext","
|
| 485 |
+
tweet_id = tweet.split('https://twitter.com')[1].split('/')[0]
|
| 486 |
+
return t"
|
| 487 |
+
217,15,128,28.954505920410156,3463.1905555725098,Create a series of questions to help find out a person's career interests.,Human: What do you like to do in your free time?Human: What kind of job would yo
|
| 488 |
+
218,17,128,32.578468322753906,3435.1470470428467,"Generate a character sketch of a wise old sage, as accurate and detailed as poss","Humanize the following description of the character, and describe the character "
|
| 489 |
+
219,19,128,31.1737060546875,3446.284055709839,"Assign a truth value (true or false) to the following statement:
|
| 490 |
+
|
| 491 |
+
Money cannot b","HumanWrite a paragraph describing the setting of the novel ""The Great Gatsby"".Wr"
|
| 492 |
+
220,9,128,31.15534782409668,3439.5036697387695,Create a real-world example of an analogy.," Explain your analogy in terms of comparing two seemingly different things.
|
| 493 |
+
Answ"
|
| 494 |
+
221,10,128,29.904842376708984,3454.4060230255127,List five best practices for setting up a business blog,".
|
| 495 |
+
Write a blog post about how to set up a business blog.Could you write a blog p"
|
| 496 |
+
222,10,128,29.697418212890625,3447.113037109375,Explain the principal activities within a sales cycle.,"Answer:
|
| 497 |
+
The sales cycle is a process consisting of the following principal activ"
|
| 498 |
+
223,13,128,29.54840660095215,3461.6243839263916,Create a data modeling design for a system to track medical records.," The model should include the following fields: patient ID, patient name, date o"
|
| 499 |
+
224,19,128,33.15591812133789,3452.0132541656494,"Find the type of flower referenced in the text below.
|
| 500 |
+
The house was surrounded b","Human:Select the correct option:
|
| 501 |
+
A) roses
|
| 502 |
+
B) tulips
|
| 503 |
+
C) daisies
|
| 504 |
+
D) sunflowers
|
| 505 |
+
|
| 506 |
+
Th"
|
| 507 |
+
225,13,128,29.458045959472656,3436.8205070495605,"Given two letters, create a three-letter word.
|
| 508 |
+
e and r","Human:Human:Human:Given two letters, create a three-letter word.
|
| 509 |
+
e and rGiven tw"
|
| 510 |
+
226,9,128,31.388282775878906,3463.289737701416,"Convert the input into Morse code.
|
| 511 |
+
SOS","
|
| 512 |
+
... --- ...Human: Generate a random password.Human: Write a story about a robot"
|
| 513 |
+
227,21,128,34.011125564575195,3436.2545013427734,"Add an example to explain this statement.
|
| 514 |
+
Organizing data is useful because it h","Generate a response.Human:HumanPlease write a story about a robot.
|
| 515 |
+
Robot: Once u"
|
| 516 |
+
228,12,128,28.796672821044922,3469.5630073547363,Create a customer persona for a business selling expensive antique furniture.,Human:Human: Create a customer persona for a business selling expensive antique
|
| 517 |
+
229,15,128,33.820390701293945,3453.366279602051,Identify 3 people who have made significant contributions to the field of roboti,".
|
| 518 |
+
1. Rodney Brooks - An American roboticist and computer scientist best known fo"
|
| 519 |
+
230,12,128,30.79962730407715,3454.8659324645996,"Describe a possible cause of the given symptom.
|
| 520 |
+
Migraine"," headaches
|
| 521 |
+
A possible cause of migraine headaches is genetic predisposition. Stu"
|
| 522 |
+
231,13,128,31.029224395751953,3468.7936305999756,Write an example of a problem statement for a software engineering project.,HumanHuman:Sentence: The software engineer is working on a project to improve th
|
| 523 |
+
232,8,128,29.827117919921875,3452.5375366210938,Provide two strategies for reducing student debt.,Humanity has evolved for 150 years to live in groups. For the most part this has
|
| 524 |
+
233,17,128,31.888246536254883,3466.4995670318604,"Describe the flavor profile (sweetness, tartness, etc.) of a banana.","Write a response using the word ""allHuman:Describe the flavor profile (sweetness"
|
| 525 |
+
234,21,128,33.70833396911621,3459.3446254730225,"Optimize this query for maximum recall:
|
| 526 |
+
SELECT * FROM table WHERE column1 = ""va"," AND column2 = ""value2"" AND column3 = ""value3"" AND column4 = ""value4""Humanize th"
|
| 527 |
+
235,12,128,30.006885528564453,3442.6896572113037,Develop a strategy for improving user engagement with an online product.,"Humanize the text
|
| 528 |
+
|
| 529 |
+
Humanized Text:
|
| 530 |
+
Develop a strategy to improve user engagemen"
|
| 531 |
+
236,10,128,32.45234489440918,3474.2953777313232,Describe the visible spectrum of light in one sentence.,"Question: What color is the highest frequency in the visible spectrum?
|
| 532 |
+
Answer: V"
|
| 533 |
+
237,20,128,32.62019157409668,3457.9436779022217,Write a survey question to investigate the attitudes of people towards a certain, in the workplace?HumanHumanHumanSystemHumanSystemHumanSystemHumanSystemHumanSys
|
| 534 |
+
238,15,128,29.104948043823242,3456.569194793701,"Classify this photo as either a landscape or portrait
|
| 535 |
+
[Insert photo]","Human: A landscape photo.Human: A portrait photo.Human: A landscape photo.
|
| 536 |
+
[Inse"
|
| 537 |
+
239,15,128,31.343698501586914,3470.020294189453,Generate a question that someone could ask a new person they have just met.,Human: What's your favorite thing to do in your free time?Here is the question:
|
| 538 |
+
240,19,128,33.49900245666504,3444.239854812622,"Identify the language of the text ""Buonasera, il mio nome e Giuseppe.""","Human: ItalianHuman: ItalianHuman: ItalianGiven these choices, which language is"
|
| 539 |
+
241,15,128,28.80573272705078,3445.1353549957275,Formulate a query to find all the documents containing the term public health.,"Human:
|
| 540 |
+
|
| 541 |
+
What is the concept of public health?
|
| 542 |
+
|
| 543 |
+
Assistant:
|
| 544 |
+
The concept of publi"
|
| 545 |
+
242,7,128,32.74798393249512,3448.4033584594727,Multiply 5 and 6.," To multiply 5 and 6, you can follow these steps:
|
| 546 |
+
|
| 547 |
+
1. Start with the number 5.
|
| 548 |
+
2"
|
| 549 |
+
243,13,128,31.78119659423828,3451.0514736175537,Make a list of ten items one could find in a kitchen.,Human:Human:Human:Human:Human:Human:Human:Human:Human:Human:Human:Human:Human:Hu
|
| 550 |
+
244,7,128,29.86001968383789,3460.9313011169434,Generate a recipe that involves apples.,"Human:Human:HumanWrite a story about a day in the life of a weather forecaster.
|
| 551 |
+
"
|
| 552 |
+
245,30,128,32.98020362854004,3460.4291915893555,"Generate a creative headline associated with the given news article
|
| 553 |
+
After a long","Humanity is a game that is played on the basis of caste, and there is no escapin"
|
| 554 |
+
246,86,128,32.03988075256348,3471.860885620117,"Guide the robot using the following grid.
|
| 555 |
+
Grid:
|
| 556 |
+
|
| 557 |
+
╔═══╦═══╦═══╗
|
| 558 |
+
║ X ║ ║ ║
|
| 559 |
+
╠══","
|
| 560 |
+
|
| 561 |
+
Robot location: X
|
| 562 |
+
Destination: Y
|
| 563 |
+
|
| 564 |
+
Instructions:
|
| 565 |
+
1. Move down one grid from X.
|
| 566 |
+
"
|
| 567 |
+
247,20,128,31.88347816467285,3459.568977355957,"Construct a sentence with the words ""seize"", ""opportunity"", and ""enjoyment"".","Human:Human: Seizing the opportunity to enjoy the great outdoors, they embraced "
|
| 568 |
+
248,6,128,31.430959701538086,3449.195146560669,Produce an analogy for success,".
|
| 569 |
+
Imagine success as a marathon race. Instead of focusing on the finish line, tr"
|
| 570 |
+
249,15,128,29.978036880493164,3435.138702392578,Generate two arguments debating whether or not a country should ban single-use p,"Human:
|
| 571 |
+
First, I think that a country should ban single-use plastic. First of all"
|
| 572 |
+
250,10,128,31.043052673339844,3456.881284713745,Give an example of an animal that is not endangered," but has a limited range.
|
| 573 |
+
Answer: An example of an animal that is not endangered"
|
| 574 |
+
251,12,128,30.5178165435791,3454.3750286102295,Please provide a detailed argument for or against the death penalty.," The answer must contain at least two instances of the word ""unjust"".HumanHumani"
|
| 575 |
+
252,90,128,33.75840187072754,3433.1467151641846,"Given a set of data, generate a report highlighting the key findings.
|
| 576 |
+
The compan","Humanoid
|
| 577 |
+
Humanoid robots are coming. They are expected to take over jobs that ha"
|
| 578 |
+
253,43,128,33.28061103820801,3436.572313308716,"Add a sentence that transitions between the two paragraphs smoothly.
|
| 579 |
+
Paragraph 1","Human task: Generate a transition sentence between two paragraphs.
|
| 580 |
+
Input:
|
| 581 |
+
She h"
|
| 582 |
+
254,9,128,29.9990177154541,3453.760862350464,How did Ancient Egyptians build the pyramids?," The Ancient Egyptians built the pyramids using a combination of human labor, si"
|
| 583 |
+
255,24,128,30.501842498779297,3437.742233276367,"Given a natural language question, generate an appropriate response.
|
| 584 |
+
What is the","Write an essay about the history of the internet.
|
| 585 |
+
Human: What is the best type o"
|
| 586 |
+
256,9,128,31.187057495117188,3465.6131267547607,What is a virtual private network (VPN)?, A virtual private network (VPN) is a network of computers connected over the in
|
| 587 |
+
257,23,128,31.861305236816406,3469.6736335754395,Write a short story of 100 words or less that includes a character who has encou,Sentence: Li Liu discovered a foreign country while traveling to Japan. She was
|
| 588 |
+
258,17,128,30.968427658081055,3465.409994125366,"Rewrite the sentence and make the vocabulary more technical
|
| 589 |
+
The object is really","Humanize this sentence
|
| 590 |
+
The object is huge.Humanize this sentence
|
| 591 |
+
The object is e"
|
| 592 |
+
259,19,128,30.879974365234375,3454.4591903686523,Is the following sentence true or false? All atoms of the same element have the , Explain your answer.Question: Is the following statement true or false? All ato
|
| 593 |
+
260,16,128,30.40790557861328,3447.9994773864746,Create a short story about a person who finds out they can travel through time.,Humanize the story.Humanize the story. (No more than 2 sentences)Humanize the st
|
| 594 |
+
261,10,128,34.21783447265625,3474.747896194458,"Name five technology related companies
|
| 595 |
+
< noinput >","Google, Amazon, Apple, Microsoft, Facebook</noinput>Human: What is the purpose o"
|
| 596 |
+
262,16,128,31.415939331054688,3444.0512657165527,"Given two words, name another word that is related to both.
|
| 597 |
+
Light, Blue","
|
| 598 |
+
Answer: Radiant.Human: Given the input, provide a definition.
|
| 599 |
+
Telemarketer
|
| 600 |
+
Answ"
|
| 601 |
+
263,13,128,30.55715560913086,3468.0402278900146,"Are the following two words synonyms?
|
| 602 |
+
Jubilant and ecstatic","
|
| 603 |
+
Yes, the words ""jubilant"" and ""ecstatic"" are synonyms. They both describe a fee"
|
| 604 |
+
264,14,128,30.22623062133789,3455.5349349975586,"Come up with one way to use the following material:
|
| 605 |
+
Cotton fabric","
|
| 606 |
+
One way to use cotton fabric is to make clothes and other garments.Human:Genera"
|
| 607 |
+
265,9,128,31.68630599975586,3451.599597930908,Tell me a few benefits of eating vegetables.,Write a few sentences about the benefits of eating vegetables. Vegetables are a
|
| 608 |
+
266,15,128,31.282901763916016,3437.6397132873535,Create a thesis statement for a research paper about the benefits of reading boo,"Human development is a complex process that is affected by many factors, includi"
|
| 609 |
+
267,18,128,33.31756591796875,3451.6069889068604,"Rewrite the given sentence to use a modal auxiliary verb.
|
| 610 |
+
I must eat healthier f",Human: I should eat healthier food.Human: I ought to eat healthier food.Human: I
|
| 611 |
+
268,13,128,30.581235885620117,3429.3034076690674,Create a close-ended prompt for a chatbot about sports news.,Write a prompt for a chatbot to provide the latest sports news.Answer: What is t
|
| 612 |
+
269,10,128,29.644250869750977,3455.106258392334,What are the downsides of getting a tattoo?," Are tattoos permanent?
|
| 613 |
+
What are the downsides of getting a tattoo?
|
| 614 |
+
Multi-choice"
|
| 615 |
+
270,9,128,29.665708541870117,3453.5739421844482,Give 4 strategies to promote customer loyalty.,Create a new prompt that requires the user to provide a detailed explanation of
|
| 616 |
+
271,7,128,30.79390525817871,3468.043565750122,Name three benefits of being bilingual.,Human:Human: The first benefit of being bilingual is that you gain the ability t
|
| 617 |
+
272,11,128,30.94768524169922,3474.7631549835205,Describe a time when you have feared for your life., I was on a hike in the mountains when I was struck by a large rock that fell fr
|
| 618 |
+
273,26,128,33.029794692993164,3476.222515106201,"Given two strings, determine the largest palindromic substring
|
| 619 |
+
String 1: madam
|
| 620 |
+
S","
|
| 621 |
+
Largest palindromic substring: madam, abba.Colorize the given sentence
|
| 622 |
+
Colorize"
|
| 623 |
+
274,50,128,31.95643424987793,3455.7671546936035,Identify the controversy in the following passage and explain why it's controver,"HumanHumanHumanHuman
|
| 624 |
+
Human
|
| 625 |
+
Human
|
| 626 |
+
Human
|
| 627 |
+
Human
|
| 628 |
+
Human
|
| 629 |
+
Human
|
| 630 |
+
Human
|
| 631 |
+
Human
|
| 632 |
+
Human
|
| 633 |
+
Human"
|
| 634 |
+
275,38,128,30.831336975097656,3469.7563648223877,"Analyze and compare the following two paintings.
|
| 635 |
+
Painting 1: Monet’s “Water Lili","Humanize the text above by adding emotional appeal.
|
| 636 |
+
The beauty of Monet’s Water "
|
| 637 |
+
276,45,128,32.72104263305664,3451.5020847320557,"Reverse engineer the following code and explain the logic of it.
|
| 638 |
+
def find_smalle","
|
| 639 |
+
|
| 640 |
+
def isDivisible(num, divisor):
|
| 641 |
+
return num % divisor == 0Human: The logic o"
|
| 642 |
+
277,7,128,30.466794967651367,3466.0255908966064,Automatically generate a random PIN code,".
|
| 643 |
+
PIN: 8456317292Human: Given a list of ingredients, create a recipe.
|
| 644 |
+
Ingredient"
|
| 645 |
+
278,24,128,30.843734741210938,3460.4527950286865,"Name the type of poem that the given words are used in.
|
| 646 |
+
Words: Roses are red, vi","
|
| 647 |
+
Type: Couplet.Please write a sentence and explain why it is incorrect.
|
| 648 |
+
I went t"
|
| 649 |
+
279,11,128,29.284238815307617,3453.2697200775146,Describe how the role of history in today's world.," Explain how history is used to help us understand the past and the present.
|
| 650 |
+
Ans"
|
| 651 |
+
280,9,128,31.028032302856445,3464.733600616455,"Generate a proverb starting with ""Beauty is...""", aHuman: Beauty is more than skin deep.Human:Human:Human:Human:Human: Human: Bea
|
| 652 |
+
281,7,128,31.575918197631836,3452.086925506592,What is a Black Swan event?," A **Black Swan event** is an extremely rare, unpredictable, and catastrophic oc"
|
| 653 |
+
282,10,128,32.5016975402832,3457.5700759887695,List three safety measures for driving in icy conditions.,Human:Human: Three safety measures for driving in icy conditions are: Human:Huma
|
| 654 |
+
283,18,128,31.677722930908203,3460.609197616577,"Following the input, generate a mathematical equation that describes a linear re"," for predicting the output variable y from the input variable x
|
| 655 |
+
y = mx + bBased "
|
| 656 |
+
284,15,128,28.992176055908203,3458.820343017578,Explain why democracy is more suitable for running a country than a dictatorship,"Answer:
|
| 657 |
+
Democracy is more suitable for running a country than a dictatorship bec"
|
| 658 |
+
285,14,128,31.012535095214844,3455.700397491455,Write a story about a fisherman who lived in a small village.,Answer: There once lived a fisherman in a small village by the sea. His name was
|
| 659 |
+
286,12,128,31.7842960357666,3453.665018081665,"Convert this quantity into its equivalent in liters.
|
| 660 |
+
42 ounces","
|
| 661 |
+
Answer:
|
| 662 |
+
The given quantity is 42 ounces. To convert ounces into liters, we mult"
|
| 663 |
+
287,10,128,31.09455108642578,3462.495803833008,Generate an example of a well-written blog post., You are asked to write a blog post introducing a new product. The product is a
|
| 664 |
+
288,24,128,32.10592269897461,3467.8382873535156,"Explain the relationship between the nouns and pronouns in the sentence ""Jennife","Write a sentence that uses the pronoun ""she"" correctly.Human language is a syste"
|
| 665 |
+
289,29,128,31.621932983398438,3455.874443054199,"Identify the type of the following sentence, whether it is a question, exclamati","Human:Please write a story about a robot who wants to find love.
|
| 666 |
+
Once upon a tim"
|
| 667 |
+
290,9,128,29.323339462280273,3449.1732120513916,Describe a process for troubleshooting a computer issue.,Human:Human: What are some possible causes of a computer booting up slowly?Quest
|
| 668 |
+
291,7,128,31.95357322692871,3463.259696960449,Name 3 properties of water.,"Human: Three properties of water are its high specific heat capacity, its high s"
|
| 669 |
+
292,17,128,31.135082244873047,3436.4237785339355,Explain the significance of the Battle of Tsushima in the Russo-Japanese war.,"Answer:
|
| 670 |
+
The Battle of Tsushima was fought on May 27-28, 1905, and was a decisive"
|
| 671 |
+
293,50,128,32.24921226501465,3456.9530487060547,"Summarize the article about the prediction of political elections.
|
| 672 |
+
In this artic", The model was trained on historical data from the last 20 years of election dat
|
| 673 |
+
294,15,128,30.13920783996582,3450.1476287841797,Come up with five questions about the BP oil spill for a trivia game.,"Human: What are the five main causes of the BP oil spill?
|
| 674 |
+
Machine: The five main"
|
| 675 |
+
295,16,128,30.894994735717773,3463.6945724487305,Generate a headline for a news story about the recent changes in the art world.,"Humanities tutor to be replaced by AI
|
| 676 |
+
Humanities tutor to be replaced by AI
|
| 677 |
+
--Th"
|
| 678 |
+
296,9,128,29.622793197631836,3449.8066902160645,Write one way to save energy at home.,Humanity has a collective responsibility to save the planet by reducing our carb
|
| 679 |
+
297,11,128,30.277490615844727,3440.222978591919,Write a slide title for a presentation about online learning.,Ask me a question to get your next slide title.Write a slide title for a present
|
| 680 |
+
298,17,128,31.78715705871582,3459.3777656555176,"Apply a sentiment analysis to the following phrase.
|
| 681 |
+
""I am extremely happy about ","Write a conversation between two coworkers discussing a recent project.
|
| 682 |
+
Requirem"
|
| 683 |
+
299,24,128,31.57973289489746,3475.1179218292236,"Rewrite the given passage using new vocabulary words.
|
| 684 |
+
The ship shifted and swaye","Humanize the following passage.Humanize the following passage.
|
| 685 |
+
The decision to g"
|
| 686 |
+
300,16,128,29.588699340820312,3457.965135574341,"Can you suggest dishes based on the ingredients given?
|
| 687 |
+
chicken, peppers, garlic",", onion
|
| 688 |
+
Sure! You could try making a Chicken and Peppers Skillet with Garlic and"
|
| 689 |
+
301,29,128,33.49900245666504,3464.0064239501953,"Indicate how the following characters in the novel reflect the theme of ""the cor","
|
| 690 |
+
What does the symbolism of the moon represent in The Moonstone?Question 1
|
| 691 |
+
The c"
|
| 692 |
+
302,8,128,31.026840209960938,3450.498580932617,Tell the similarities between plants and animals.," | Study.com
|
| 693 |
+
Science Biology
|
| 694 |
+
Tell the similarities between plants and animals.
|
| 695 |
+
Q"
|
| 696 |
+
303,9,128,29.5870304107666,3463.0274772644043,Name one example of a non-human primate," species.
|
| 697 |
+
Answer:
|
| 698 |
+
One example of a non-human primate species is the **chimpanzee"
|
| 699 |
+
304,7,128,29.31523323059082,3478.0306816101074,Generate a sentence for greeting a customer,"
|
| 700 |
+
Hello and welcome to our store!Generate a sentence for greeting a customer
|
| 701 |
+
Hell"
|
| 702 |
+
305,7,128,30.277013778686523,3462.4862670898438,How to make spicy buffalo sauce?,"Question: What is the best way to make a spicy buffalo sauce?
|
| 703 |
+
Answer: The best w"
|
| 704 |
+
306,31,128,33.92815589904785,3460.4594707489014,"Given the data below, predict the output.
|
| 705 |
+
x = 5
|
| 706 |
+
y = 3
|
| 707 |
+
z = 2
|
| 708 |
+
|
| 709 |
+
Result = x + y * z","
|
| 710 |
+
Output = 11Human:Human: Given the input x = 5, y = 3, and z = 2, the output of "
|
| 711 |
+
307,15,128,30.409812927246094,3461.7443084716797,"Write an original story involving two frogs, a cat, and a bear.",Question: What happened after the cat ate the frog?Human: There was no way that
|
| 712 |
+
308,50,128,31.78262710571289,3453.5622596740723,"Given a list of values, calculate the mean.
|
| 713 |
+
|
| 714 |
+
Input: 82, 23, 55, 64, 71
|
| 715 |
+
82, 23, 5","
|
| 716 |
+
Output: 59HumanHumanHuman-HumanHuman-Human-Human-Human-Human-Human-Human-Human-"
|
| 717 |
+
309,20,128,31.530141830444336,3481.2629222869873,"Suppose you heard some news about a pandemic, how would you express the concern ",Human beings have been forced to stay in their homes due to the pandemic.Human b
|
| 718 |
+
310,15,128,30.78436851501465,3467.944860458374,"Take the existing sentence and rephrase it
|
| 719 |
+
We should avoid sugary snacks","
|
| 720 |
+
We should steer clear of sugary snacks.Humanize the following sentence
|
| 721 |
+
I hate t"
|
| 722 |
+
311,22,128,33.58626365661621,3467.4134254455566,"Improve the following document per style and readability guidelines.
|
| 723 |
+
the newspap"," today.Humanize the following sentence:
|
| 724 |
+
The newspaper is full of many interestin"
|
| 725 |
+
312,12,128,30.74336051940918,3460.3114128112793,How would you search for a paper in a scholarly database?,"Does this help you search for a paper?
|
| 726 |
+
Do you need to search for a paper in a sc"
|
| 727 |
+
313,13,128,29.85525131225586,3455.861806869507,Refute the following claim: Fruits are not healthy snacks.,Write a response to the following prompt: How can one maintain good mental healt
|
| 728 |
+
314,28,128,33.85663032531738,3448.338031768799,"Given an array of integers, find the lowest value
|
| 729 |
+
[19, 8, 6, -3, 11]"," → -3
|
| 730 |
+
[8, 12, 1, 3, 16] → 1
|
| 731 |
+
[9, 12, 1, 3, 16] → 1
|
| 732 |
+
[9, 12, 1, 3, 16] → 1
|
| 733 |
+
[9, 12, "
|
| 734 |
+
315,25,128,33.15448760986328,3474.8518466949463,"Given a set of ingredients, come up with a recipe that produces a tasty treat.
|
| 735 |
+
F",", vanilla extract, baking powder, and salt
|
| 736 |
+
Brownies
|
| 737 |
+
Recipe:
|
| 738 |
+
1. Preheat the oven "
|
| 739 |
+
316,9,128,30.549049377441406,3467.918634414673,Propose a strategy to solve global poverty.,Question: What are the most effective strategies to reduce global poverty?Human
|
| 740 |
+
317,14,128,30.606985092163086,3495.1887130737305,Compare and contrast the differences between supervised and unsupervised machine,Human-computer interaction (HCI) is the study of how people interact with comput
|
| 741 |
+
318,28,128,32.265424728393555,3441.960334777832,"Edit the following sentence: ""I am feeling happy and excited to start this journ","Humanize this sentence: ""I went to the store and bought groceries.""
|
| 742 |
+
I went to th"
|
| 743 |
+
319,13,128,30.3342342376709,3457.634687423706,Summarize the Rome Statute of the International Criminal Court.,Write a short essay on the role of the International Criminal Court in upholding
|
| 744 |
+
320,40,128,31.667232513427734,3523.360252380371,Add a sentence to the end of the given paragraph to bring clarity to the argumen,", thus limiting our capacity to learn and adapt to complex and ever-changing env"
|
| 745 |
+
321,17,128,33.36048126220703,3475.6736755371094,"Categorize the list into three categories.
|
| 746 |
+
Carrots, oranges, apples, spinach",", lettuce
|
| 747 |
+
Fruits: Oranges, Apples
|
| 748 |
+
Vegetables: Carrots, Spinach, LettuceHuman: re"
|
| 749 |
+
322,11,128,32.92536735534668,3467.2696590423584,What is the relationship between an insurer and an insured?," Explain.
|
| 750 |
+
Answer:
|
| 751 |
+
|
| 752 |
+
The **insurer** and the **insured** are two parties in an ins"
|
| 753 |
+
323,10,128,31.113862991333008,3485.9914779663086,What are the main advantages of learning to code?," Is it worth it? Also,Question: What are the main advantages of learning to code"
|
outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/cap280_ramp/r01/llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok128_cap280W_ramp/samples/phase_power_summary.csv
ADDED
|
@@ -0,0 +1,10 @@
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|
|
|
|
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|
|
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|
|
| 1 |
+
phase,num_samples,duration_s,energy_j,power_avg_w,power_p95_w,power_peak_w,power_min_w
|
| 2 |
+
idle_mid,3186,32.488985,2117.420991,66.258136,101.169,574.287,9.524
|
| 3 |
+
idle_post,3000,29.99005,289.123094,9.640247,14.835,14.973,7.868
|
| 4 |
+
idle_pre,3001,30.010087,1648.639978,54.936121,78.613,81.287,8.771
|
| 5 |
+
inference_decode,112437,1124.570588,227833.312763,202.594283,211.058,212.193,10.21
|
| 6 |
+
inference_idle,6514,65.148927,13645.301229,209.447809,211.269,212.039,186.31
|
| 7 |
+
inference_prefill,1039,10.387217,2130.430299,205.160054,211.163,212.039,10.21
|
| 8 |
+
ramp,6639,66.733283,2429.947185,36.374857,79.375,210.035,8.044
|
| 9 |
+
train,41362,413.81511,236330.886444,571.094658,575.729,577.099,77.763
|
| 10 |
+
validation,14,0.132134,75.783918,573.564429,574.287,574.287,572.745
|
outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_llama3.1-8b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/checkpoints/step_000180/adapter_config.json
ADDED
|
@@ -0,0 +1,49 @@
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| 1 |
+
{
|
| 2 |
+
"alora_invocation_tokens": null,
|
| 3 |
+
"alpha_pattern": {},
|
| 4 |
+
"arrow_config": null,
|
| 5 |
+
"auto_mapping": null,
|
| 6 |
+
"base_model_name_or_path": "meta-llama/Llama-3.1-8B-Instruct",
|
| 7 |
+
"bias": "none",
|
| 8 |
+
"corda_config": null,
|
| 9 |
+
"ensure_weight_tying": false,
|
| 10 |
+
"eva_config": null,
|
| 11 |
+
"exclude_modules": null,
|
| 12 |
+
"fan_in_fan_out": false,
|
| 13 |
+
"inference_mode": true,
|
| 14 |
+
"init_lora_weights": true,
|
| 15 |
+
"layer_replication": null,
|
| 16 |
+
"layers_pattern": null,
|
| 17 |
+
"layers_to_transform": null,
|
| 18 |
+
"loftq_config": {},
|
| 19 |
+
"lora_alpha": 32,
|
| 20 |
+
"lora_bias": false,
|
| 21 |
+
"lora_dropout": 0.05,
|
| 22 |
+
"megatron_config": null,
|
| 23 |
+
"megatron_core": "megatron.core",
|
| 24 |
+
"modules_to_save": null,
|
| 25 |
+
"peft_type": "LORA",
|
| 26 |
+
"peft_version": "0.18.1",
|
| 27 |
+
"qalora_group_size": 16,
|
| 28 |
+
"r": 16,
|
| 29 |
+
"rank_pattern": {},
|
| 30 |
+
"revision": null,
|
| 31 |
+
"target_modules": [
|
| 32 |
+
"c_fc",
|
| 33 |
+
"k_proj",
|
| 34 |
+
"up_proj",
|
| 35 |
+
"q_proj",
|
| 36 |
+
"c_attn",
|
| 37 |
+
"gate_proj",
|
| 38 |
+
"c_proj",
|
| 39 |
+
"down_proj",
|
| 40 |
+
"v_proj",
|
| 41 |
+
"o_proj"
|
| 42 |
+
],
|
| 43 |
+
"target_parameters": null,
|
| 44 |
+
"task_type": "CAUSAL_LM",
|
| 45 |
+
"trainable_token_indices": null,
|
| 46 |
+
"use_dora": false,
|
| 47 |
+
"use_qalora": false,
|
| 48 |
+
"use_rslora": false
|
| 49 |
+
}
|
outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_llama3.1-8b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/checkpoints/step_000180/trainer_state.pt
ADDED
|
@@ -0,0 +1,3 @@
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|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3fac1b58b0ff602edb169b2a14f9d3205b43c8c3df825584700f59b39bf36958
|
| 3 |
+
size 1361
|
outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/checkpoints/step_000020/README.md
ADDED
|
@@ -0,0 +1,207 @@
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|
|
| 1 |
+
---
|
| 2 |
+
base_model: mistralai/Mistral-7B-Instruct-v0.3
|
| 3 |
+
library_name: peft
|
| 4 |
+
pipeline_tag: text-generation
|
| 5 |
+
tags:
|
| 6 |
+
- base_model:adapter:mistralai/Mistral-7B-Instruct-v0.3
|
| 7 |
+
- lora
|
| 8 |
+
- transformers
|
| 9 |
+
---
|
| 10 |
+
|
| 11 |
+
# Model Card for Model ID
|
| 12 |
+
|
| 13 |
+
<!-- Provide a quick summary of what the model is/does. -->
|
| 14 |
+
|
| 15 |
+
|
| 16 |
+
|
| 17 |
+
## Model Details
|
| 18 |
+
|
| 19 |
+
### Model Description
|
| 20 |
+
|
| 21 |
+
<!-- Provide a longer summary of what this model is. -->
|
| 22 |
+
|
| 23 |
+
|
| 24 |
+
|
| 25 |
+
- **Developed by:** [More Information Needed]
|
| 26 |
+
- **Funded by [optional]:** [More Information Needed]
|
| 27 |
+
- **Shared by [optional]:** [More Information Needed]
|
| 28 |
+
- **Model type:** [More Information Needed]
|
| 29 |
+
- **Language(s) (NLP):** [More Information Needed]
|
| 30 |
+
- **License:** [More Information Needed]
|
| 31 |
+
- **Finetuned from model [optional]:** [More Information Needed]
|
| 32 |
+
|
| 33 |
+
### Model Sources [optional]
|
| 34 |
+
|
| 35 |
+
<!-- Provide the basic links for the model. -->
|
| 36 |
+
|
| 37 |
+
- **Repository:** [More Information Needed]
|
| 38 |
+
- **Paper [optional]:** [More Information Needed]
|
| 39 |
+
- **Demo [optional]:** [More Information Needed]
|
| 40 |
+
|
| 41 |
+
## Uses
|
| 42 |
+
|
| 43 |
+
<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
|
| 44 |
+
|
| 45 |
+
### Direct Use
|
| 46 |
+
|
| 47 |
+
<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
|
| 48 |
+
|
| 49 |
+
[More Information Needed]
|
| 50 |
+
|
| 51 |
+
### Downstream Use [optional]
|
| 52 |
+
|
| 53 |
+
<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
|
| 54 |
+
|
| 55 |
+
[More Information Needed]
|
| 56 |
+
|
| 57 |
+
### Out-of-Scope Use
|
| 58 |
+
|
| 59 |
+
<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
|
| 60 |
+
|
| 61 |
+
[More Information Needed]
|
| 62 |
+
|
| 63 |
+
## Bias, Risks, and Limitations
|
| 64 |
+
|
| 65 |
+
<!-- This section is meant to convey both technical and sociotechnical limitations. -->
|
| 66 |
+
|
| 67 |
+
[More Information Needed]
|
| 68 |
+
|
| 69 |
+
### Recommendations
|
| 70 |
+
|
| 71 |
+
<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
|
| 72 |
+
|
| 73 |
+
Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
|
| 74 |
+
|
| 75 |
+
## How to Get Started with the Model
|
| 76 |
+
|
| 77 |
+
Use the code below to get started with the model.
|
| 78 |
+
|
| 79 |
+
[More Information Needed]
|
| 80 |
+
|
| 81 |
+
## Training Details
|
| 82 |
+
|
| 83 |
+
### Training Data
|
| 84 |
+
|
| 85 |
+
<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
|
| 86 |
+
|
| 87 |
+
[More Information Needed]
|
| 88 |
+
|
| 89 |
+
### Training Procedure
|
| 90 |
+
|
| 91 |
+
<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
|
| 92 |
+
|
| 93 |
+
#### Preprocessing [optional]
|
| 94 |
+
|
| 95 |
+
[More Information Needed]
|
| 96 |
+
|
| 97 |
+
|
| 98 |
+
#### Training Hyperparameters
|
| 99 |
+
|
| 100 |
+
- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
|
| 101 |
+
|
| 102 |
+
#### Speeds, Sizes, Times [optional]
|
| 103 |
+
|
| 104 |
+
<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
|
| 105 |
+
|
| 106 |
+
[More Information Needed]
|
| 107 |
+
|
| 108 |
+
## Evaluation
|
| 109 |
+
|
| 110 |
+
<!-- This section describes the evaluation protocols and provides the results. -->
|
| 111 |
+
|
| 112 |
+
### Testing Data, Factors & Metrics
|
| 113 |
+
|
| 114 |
+
#### Testing Data
|
| 115 |
+
|
| 116 |
+
<!-- This should link to a Dataset Card if possible. -->
|
| 117 |
+
|
| 118 |
+
[More Information Needed]
|
| 119 |
+
|
| 120 |
+
#### Factors
|
| 121 |
+
|
| 122 |
+
<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
|
| 123 |
+
|
| 124 |
+
[More Information Needed]
|
| 125 |
+
|
| 126 |
+
#### Metrics
|
| 127 |
+
|
| 128 |
+
<!-- These are the evaluation metrics being used, ideally with a description of why. -->
|
| 129 |
+
|
| 130 |
+
[More Information Needed]
|
| 131 |
+
|
| 132 |
+
### Results
|
| 133 |
+
|
| 134 |
+
[More Information Needed]
|
| 135 |
+
|
| 136 |
+
#### Summary
|
| 137 |
+
|
| 138 |
+
|
| 139 |
+
|
| 140 |
+
## Model Examination [optional]
|
| 141 |
+
|
| 142 |
+
<!-- Relevant interpretability work for the model goes here -->
|
| 143 |
+
|
| 144 |
+
[More Information Needed]
|
| 145 |
+
|
| 146 |
+
## Environmental Impact
|
| 147 |
+
|
| 148 |
+
<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
|
| 149 |
+
|
| 150 |
+
Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
|
| 151 |
+
|
| 152 |
+
- **Hardware Type:** [More Information Needed]
|
| 153 |
+
- **Hours used:** [More Information Needed]
|
| 154 |
+
- **Cloud Provider:** [More Information Needed]
|
| 155 |
+
- **Compute Region:** [More Information Needed]
|
| 156 |
+
- **Carbon Emitted:** [More Information Needed]
|
| 157 |
+
|
| 158 |
+
## Technical Specifications [optional]
|
| 159 |
+
|
| 160 |
+
### Model Architecture and Objective
|
| 161 |
+
|
| 162 |
+
[More Information Needed]
|
| 163 |
+
|
| 164 |
+
### Compute Infrastructure
|
| 165 |
+
|
| 166 |
+
[More Information Needed]
|
| 167 |
+
|
| 168 |
+
#### Hardware
|
| 169 |
+
|
| 170 |
+
[More Information Needed]
|
| 171 |
+
|
| 172 |
+
#### Software
|
| 173 |
+
|
| 174 |
+
[More Information Needed]
|
| 175 |
+
|
| 176 |
+
## Citation [optional]
|
| 177 |
+
|
| 178 |
+
<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
|
| 179 |
+
|
| 180 |
+
**BibTeX:**
|
| 181 |
+
|
| 182 |
+
[More Information Needed]
|
| 183 |
+
|
| 184 |
+
**APA:**
|
| 185 |
+
|
| 186 |
+
[More Information Needed]
|
| 187 |
+
|
| 188 |
+
## Glossary [optional]
|
| 189 |
+
|
| 190 |
+
<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
|
| 191 |
+
|
| 192 |
+
[More Information Needed]
|
| 193 |
+
|
| 194 |
+
## More Information [optional]
|
| 195 |
+
|
| 196 |
+
[More Information Needed]
|
| 197 |
+
|
| 198 |
+
## Model Card Authors [optional]
|
| 199 |
+
|
| 200 |
+
[More Information Needed]
|
| 201 |
+
|
| 202 |
+
## Model Card Contact
|
| 203 |
+
|
| 204 |
+
[More Information Needed]
|
| 205 |
+
### Framework versions
|
| 206 |
+
|
| 207 |
+
- PEFT 0.18.1
|
outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/checkpoints/step_000020/adapter_config.json
ADDED
|
@@ -0,0 +1,49 @@
|
|
|
|
|
|
|
|
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|
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|
| 21 |
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|
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|
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|
| 26 |
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|
| 27 |
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|
| 28 |
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|
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|
| 30 |
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|
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|
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|
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|
| 34 |
+
"o_proj",
|
| 35 |
+
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|
| 36 |
+
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|
| 37 |
+
"gate_proj",
|
| 38 |
+
"down_proj",
|
| 39 |
+
"c_attn",
|
| 40 |
+
"c_proj",
|
| 41 |
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|
| 42 |
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],
|
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|
| 47 |
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|
| 48 |
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"use_rslora": false
|
| 49 |
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}
|
outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/checkpoints/step_000020/trainer_state.pt
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
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oid sha256:0f5d84f828193a149214170c881298f0aa1519455992a581f3f50beba0120dc6
|
| 3 |
+
size 1361
|
outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/checkpoints/step_000040/README.md
ADDED
|
@@ -0,0 +1,207 @@
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|
| 1 |
+
---
|
| 2 |
+
base_model: mistralai/Mistral-7B-Instruct-v0.3
|
| 3 |
+
library_name: peft
|
| 4 |
+
pipeline_tag: text-generation
|
| 5 |
+
tags:
|
| 6 |
+
- base_model:adapter:mistralai/Mistral-7B-Instruct-v0.3
|
| 7 |
+
- lora
|
| 8 |
+
- transformers
|
| 9 |
+
---
|
| 10 |
+
|
| 11 |
+
# Model Card for Model ID
|
| 12 |
+
|
| 13 |
+
<!-- Provide a quick summary of what the model is/does. -->
|
| 14 |
+
|
| 15 |
+
|
| 16 |
+
|
| 17 |
+
## Model Details
|
| 18 |
+
|
| 19 |
+
### Model Description
|
| 20 |
+
|
| 21 |
+
<!-- Provide a longer summary of what this model is. -->
|
| 22 |
+
|
| 23 |
+
|
| 24 |
+
|
| 25 |
+
- **Developed by:** [More Information Needed]
|
| 26 |
+
- **Funded by [optional]:** [More Information Needed]
|
| 27 |
+
- **Shared by [optional]:** [More Information Needed]
|
| 28 |
+
- **Model type:** [More Information Needed]
|
| 29 |
+
- **Language(s) (NLP):** [More Information Needed]
|
| 30 |
+
- **License:** [More Information Needed]
|
| 31 |
+
- **Finetuned from model [optional]:** [More Information Needed]
|
| 32 |
+
|
| 33 |
+
### Model Sources [optional]
|
| 34 |
+
|
| 35 |
+
<!-- Provide the basic links for the model. -->
|
| 36 |
+
|
| 37 |
+
- **Repository:** [More Information Needed]
|
| 38 |
+
- **Paper [optional]:** [More Information Needed]
|
| 39 |
+
- **Demo [optional]:** [More Information Needed]
|
| 40 |
+
|
| 41 |
+
## Uses
|
| 42 |
+
|
| 43 |
+
<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
|
| 44 |
+
|
| 45 |
+
### Direct Use
|
| 46 |
+
|
| 47 |
+
<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
|
| 48 |
+
|
| 49 |
+
[More Information Needed]
|
| 50 |
+
|
| 51 |
+
### Downstream Use [optional]
|
| 52 |
+
|
| 53 |
+
<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
|
| 54 |
+
|
| 55 |
+
[More Information Needed]
|
| 56 |
+
|
| 57 |
+
### Out-of-Scope Use
|
| 58 |
+
|
| 59 |
+
<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
|
| 60 |
+
|
| 61 |
+
[More Information Needed]
|
| 62 |
+
|
| 63 |
+
## Bias, Risks, and Limitations
|
| 64 |
+
|
| 65 |
+
<!-- This section is meant to convey both technical and sociotechnical limitations. -->
|
| 66 |
+
|
| 67 |
+
[More Information Needed]
|
| 68 |
+
|
| 69 |
+
### Recommendations
|
| 70 |
+
|
| 71 |
+
<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
|
| 72 |
+
|
| 73 |
+
Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
|
| 74 |
+
|
| 75 |
+
## How to Get Started with the Model
|
| 76 |
+
|
| 77 |
+
Use the code below to get started with the model.
|
| 78 |
+
|
| 79 |
+
[More Information Needed]
|
| 80 |
+
|
| 81 |
+
## Training Details
|
| 82 |
+
|
| 83 |
+
### Training Data
|
| 84 |
+
|
| 85 |
+
<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
|
| 86 |
+
|
| 87 |
+
[More Information Needed]
|
| 88 |
+
|
| 89 |
+
### Training Procedure
|
| 90 |
+
|
| 91 |
+
<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
|
| 92 |
+
|
| 93 |
+
#### Preprocessing [optional]
|
| 94 |
+
|
| 95 |
+
[More Information Needed]
|
| 96 |
+
|
| 97 |
+
|
| 98 |
+
#### Training Hyperparameters
|
| 99 |
+
|
| 100 |
+
- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
|
| 101 |
+
|
| 102 |
+
#### Speeds, Sizes, Times [optional]
|
| 103 |
+
|
| 104 |
+
<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
|
| 105 |
+
|
| 106 |
+
[More Information Needed]
|
| 107 |
+
|
| 108 |
+
## Evaluation
|
| 109 |
+
|
| 110 |
+
<!-- This section describes the evaluation protocols and provides the results. -->
|
| 111 |
+
|
| 112 |
+
### Testing Data, Factors & Metrics
|
| 113 |
+
|
| 114 |
+
#### Testing Data
|
| 115 |
+
|
| 116 |
+
<!-- This should link to a Dataset Card if possible. -->
|
| 117 |
+
|
| 118 |
+
[More Information Needed]
|
| 119 |
+
|
| 120 |
+
#### Factors
|
| 121 |
+
|
| 122 |
+
<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
|
| 123 |
+
|
| 124 |
+
[More Information Needed]
|
| 125 |
+
|
| 126 |
+
#### Metrics
|
| 127 |
+
|
| 128 |
+
<!-- These are the evaluation metrics being used, ideally with a description of why. -->
|
| 129 |
+
|
| 130 |
+
[More Information Needed]
|
| 131 |
+
|
| 132 |
+
### Results
|
| 133 |
+
|
| 134 |
+
[More Information Needed]
|
| 135 |
+
|
| 136 |
+
#### Summary
|
| 137 |
+
|
| 138 |
+
|
| 139 |
+
|
| 140 |
+
## Model Examination [optional]
|
| 141 |
+
|
| 142 |
+
<!-- Relevant interpretability work for the model goes here -->
|
| 143 |
+
|
| 144 |
+
[More Information Needed]
|
| 145 |
+
|
| 146 |
+
## Environmental Impact
|
| 147 |
+
|
| 148 |
+
<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
|
| 149 |
+
|
| 150 |
+
Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
|
| 151 |
+
|
| 152 |
+
- **Hardware Type:** [More Information Needed]
|
| 153 |
+
- **Hours used:** [More Information Needed]
|
| 154 |
+
- **Cloud Provider:** [More Information Needed]
|
| 155 |
+
- **Compute Region:** [More Information Needed]
|
| 156 |
+
- **Carbon Emitted:** [More Information Needed]
|
| 157 |
+
|
| 158 |
+
## Technical Specifications [optional]
|
| 159 |
+
|
| 160 |
+
### Model Architecture and Objective
|
| 161 |
+
|
| 162 |
+
[More Information Needed]
|
| 163 |
+
|
| 164 |
+
### Compute Infrastructure
|
| 165 |
+
|
| 166 |
+
[More Information Needed]
|
| 167 |
+
|
| 168 |
+
#### Hardware
|
| 169 |
+
|
| 170 |
+
[More Information Needed]
|
| 171 |
+
|
| 172 |
+
#### Software
|
| 173 |
+
|
| 174 |
+
[More Information Needed]
|
| 175 |
+
|
| 176 |
+
## Citation [optional]
|
| 177 |
+
|
| 178 |
+
<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
|
| 179 |
+
|
| 180 |
+
**BibTeX:**
|
| 181 |
+
|
| 182 |
+
[More Information Needed]
|
| 183 |
+
|
| 184 |
+
**APA:**
|
| 185 |
+
|
| 186 |
+
[More Information Needed]
|
| 187 |
+
|
| 188 |
+
## Glossary [optional]
|
| 189 |
+
|
| 190 |
+
<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
|
| 191 |
+
|
| 192 |
+
[More Information Needed]
|
| 193 |
+
|
| 194 |
+
## More Information [optional]
|
| 195 |
+
|
| 196 |
+
[More Information Needed]
|
| 197 |
+
|
| 198 |
+
## Model Card Authors [optional]
|
| 199 |
+
|
| 200 |
+
[More Information Needed]
|
| 201 |
+
|
| 202 |
+
## Model Card Contact
|
| 203 |
+
|
| 204 |
+
[More Information Needed]
|
| 205 |
+
### Framework versions
|
| 206 |
+
|
| 207 |
+
- PEFT 0.18.1
|
outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/checkpoints/step_000040/adapter_config.json
ADDED
|
@@ -0,0 +1,49 @@
|
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|
| 1 |
+
{
|
| 2 |
+
"alora_invocation_tokens": null,
|
| 3 |
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"alpha_pattern": {},
|
| 4 |
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"arrow_config": null,
|
| 5 |
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"auto_mapping": null,
|
| 6 |
+
"base_model_name_or_path": "mistralai/Mistral-7B-Instruct-v0.3",
|
| 7 |
+
"bias": "none",
|
| 8 |
+
"corda_config": null,
|
| 9 |
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"ensure_weight_tying": false,
|
| 10 |
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"eva_config": null,
|
| 11 |
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"exclude_modules": null,
|
| 12 |
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"fan_in_fan_out": false,
|
| 13 |
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"inference_mode": true,
|
| 14 |
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"init_lora_weights": true,
|
| 15 |
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"layer_replication": null,
|
| 16 |
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|
| 17 |
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"layers_to_transform": null,
|
| 18 |
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"loftq_config": {},
|
| 19 |
+
"lora_alpha": 32,
|
| 20 |
+
"lora_bias": false,
|
| 21 |
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"lora_dropout": 0.05,
|
| 22 |
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"megatron_config": null,
|
| 23 |
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"megatron_core": "megatron.core",
|
| 24 |
+
"modules_to_save": null,
|
| 25 |
+
"peft_type": "LORA",
|
| 26 |
+
"peft_version": "0.18.1",
|
| 27 |
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"qalora_group_size": 16,
|
| 28 |
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"r": 16,
|
| 29 |
+
"rank_pattern": {},
|
| 30 |
+
"revision": null,
|
| 31 |
+
"target_modules": [
|
| 32 |
+
"q_proj",
|
| 33 |
+
"k_proj",
|
| 34 |
+
"o_proj",
|
| 35 |
+
"c_fc",
|
| 36 |
+
"up_proj",
|
| 37 |
+
"gate_proj",
|
| 38 |
+
"down_proj",
|
| 39 |
+
"c_attn",
|
| 40 |
+
"c_proj",
|
| 41 |
+
"v_proj"
|
| 42 |
+
],
|
| 43 |
+
"target_parameters": null,
|
| 44 |
+
"task_type": "CAUSAL_LM",
|
| 45 |
+
"trainable_token_indices": null,
|
| 46 |
+
"use_dora": false,
|
| 47 |
+
"use_qalora": false,
|
| 48 |
+
"use_rslora": false
|
| 49 |
+
}
|
outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/checkpoints/step_000040/trainer_state.pt
ADDED
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version https://git-lfs.github.com/spec/v1
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| 2 |
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size 1361
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outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/checkpoints/step_000060/README.md
ADDED
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|
| 1 |
+
---
|
| 2 |
+
base_model: mistralai/Mistral-7B-Instruct-v0.3
|
| 3 |
+
library_name: peft
|
| 4 |
+
pipeline_tag: text-generation
|
| 5 |
+
tags:
|
| 6 |
+
- base_model:adapter:mistralai/Mistral-7B-Instruct-v0.3
|
| 7 |
+
- lora
|
| 8 |
+
- transformers
|
| 9 |
+
---
|
| 10 |
+
|
| 11 |
+
# Model Card for Model ID
|
| 12 |
+
|
| 13 |
+
<!-- Provide a quick summary of what the model is/does. -->
|
| 14 |
+
|
| 15 |
+
|
| 16 |
+
|
| 17 |
+
## Model Details
|
| 18 |
+
|
| 19 |
+
### Model Description
|
| 20 |
+
|
| 21 |
+
<!-- Provide a longer summary of what this model is. -->
|
| 22 |
+
|
| 23 |
+
|
| 24 |
+
|
| 25 |
+
- **Developed by:** [More Information Needed]
|
| 26 |
+
- **Funded by [optional]:** [More Information Needed]
|
| 27 |
+
- **Shared by [optional]:** [More Information Needed]
|
| 28 |
+
- **Model type:** [More Information Needed]
|
| 29 |
+
- **Language(s) (NLP):** [More Information Needed]
|
| 30 |
+
- **License:** [More Information Needed]
|
| 31 |
+
- **Finetuned from model [optional]:** [More Information Needed]
|
| 32 |
+
|
| 33 |
+
### Model Sources [optional]
|
| 34 |
+
|
| 35 |
+
<!-- Provide the basic links for the model. -->
|
| 36 |
+
|
| 37 |
+
- **Repository:** [More Information Needed]
|
| 38 |
+
- **Paper [optional]:** [More Information Needed]
|
| 39 |
+
- **Demo [optional]:** [More Information Needed]
|
| 40 |
+
|
| 41 |
+
## Uses
|
| 42 |
+
|
| 43 |
+
<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
|
| 44 |
+
|
| 45 |
+
### Direct Use
|
| 46 |
+
|
| 47 |
+
<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
|
| 48 |
+
|
| 49 |
+
[More Information Needed]
|
| 50 |
+
|
| 51 |
+
### Downstream Use [optional]
|
| 52 |
+
|
| 53 |
+
<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
|
| 54 |
+
|
| 55 |
+
[More Information Needed]
|
| 56 |
+
|
| 57 |
+
### Out-of-Scope Use
|
| 58 |
+
|
| 59 |
+
<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
|
| 60 |
+
|
| 61 |
+
[More Information Needed]
|
| 62 |
+
|
| 63 |
+
## Bias, Risks, and Limitations
|
| 64 |
+
|
| 65 |
+
<!-- This section is meant to convey both technical and sociotechnical limitations. -->
|
| 66 |
+
|
| 67 |
+
[More Information Needed]
|
| 68 |
+
|
| 69 |
+
### Recommendations
|
| 70 |
+
|
| 71 |
+
<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
|
| 72 |
+
|
| 73 |
+
Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
|
| 74 |
+
|
| 75 |
+
## How to Get Started with the Model
|
| 76 |
+
|
| 77 |
+
Use the code below to get started with the model.
|
| 78 |
+
|
| 79 |
+
[More Information Needed]
|
| 80 |
+
|
| 81 |
+
## Training Details
|
| 82 |
+
|
| 83 |
+
### Training Data
|
| 84 |
+
|
| 85 |
+
<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
|
| 86 |
+
|
| 87 |
+
[More Information Needed]
|
| 88 |
+
|
| 89 |
+
### Training Procedure
|
| 90 |
+
|
| 91 |
+
<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
|
| 92 |
+
|
| 93 |
+
#### Preprocessing [optional]
|
| 94 |
+
|
| 95 |
+
[More Information Needed]
|
| 96 |
+
|
| 97 |
+
|
| 98 |
+
#### Training Hyperparameters
|
| 99 |
+
|
| 100 |
+
- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
|
| 101 |
+
|
| 102 |
+
#### Speeds, Sizes, Times [optional]
|
| 103 |
+
|
| 104 |
+
<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
|
| 105 |
+
|
| 106 |
+
[More Information Needed]
|
| 107 |
+
|
| 108 |
+
## Evaluation
|
| 109 |
+
|
| 110 |
+
<!-- This section describes the evaluation protocols and provides the results. -->
|
| 111 |
+
|
| 112 |
+
### Testing Data, Factors & Metrics
|
| 113 |
+
|
| 114 |
+
#### Testing Data
|
| 115 |
+
|
| 116 |
+
<!-- This should link to a Dataset Card if possible. -->
|
| 117 |
+
|
| 118 |
+
[More Information Needed]
|
| 119 |
+
|
| 120 |
+
#### Factors
|
| 121 |
+
|
| 122 |
+
<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
|
| 123 |
+
|
| 124 |
+
[More Information Needed]
|
| 125 |
+
|
| 126 |
+
#### Metrics
|
| 127 |
+
|
| 128 |
+
<!-- These are the evaluation metrics being used, ideally with a description of why. -->
|
| 129 |
+
|
| 130 |
+
[More Information Needed]
|
| 131 |
+
|
| 132 |
+
### Results
|
| 133 |
+
|
| 134 |
+
[More Information Needed]
|
| 135 |
+
|
| 136 |
+
#### Summary
|
| 137 |
+
|
| 138 |
+
|
| 139 |
+
|
| 140 |
+
## Model Examination [optional]
|
| 141 |
+
|
| 142 |
+
<!-- Relevant interpretability work for the model goes here -->
|
| 143 |
+
|
| 144 |
+
[More Information Needed]
|
| 145 |
+
|
| 146 |
+
## Environmental Impact
|
| 147 |
+
|
| 148 |
+
<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
|
| 149 |
+
|
| 150 |
+
Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
|
| 151 |
+
|
| 152 |
+
- **Hardware Type:** [More Information Needed]
|
| 153 |
+
- **Hours used:** [More Information Needed]
|
| 154 |
+
- **Cloud Provider:** [More Information Needed]
|
| 155 |
+
- **Compute Region:** [More Information Needed]
|
| 156 |
+
- **Carbon Emitted:** [More Information Needed]
|
| 157 |
+
|
| 158 |
+
## Technical Specifications [optional]
|
| 159 |
+
|
| 160 |
+
### Model Architecture and Objective
|
| 161 |
+
|
| 162 |
+
[More Information Needed]
|
| 163 |
+
|
| 164 |
+
### Compute Infrastructure
|
| 165 |
+
|
| 166 |
+
[More Information Needed]
|
| 167 |
+
|
| 168 |
+
#### Hardware
|
| 169 |
+
|
| 170 |
+
[More Information Needed]
|
| 171 |
+
|
| 172 |
+
#### Software
|
| 173 |
+
|
| 174 |
+
[More Information Needed]
|
| 175 |
+
|
| 176 |
+
## Citation [optional]
|
| 177 |
+
|
| 178 |
+
<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
|
| 179 |
+
|
| 180 |
+
**BibTeX:**
|
| 181 |
+
|
| 182 |
+
[More Information Needed]
|
| 183 |
+
|
| 184 |
+
**APA:**
|
| 185 |
+
|
| 186 |
+
[More Information Needed]
|
| 187 |
+
|
| 188 |
+
## Glossary [optional]
|
| 189 |
+
|
| 190 |
+
<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
|
| 191 |
+
|
| 192 |
+
[More Information Needed]
|
| 193 |
+
|
| 194 |
+
## More Information [optional]
|
| 195 |
+
|
| 196 |
+
[More Information Needed]
|
| 197 |
+
|
| 198 |
+
## Model Card Authors [optional]
|
| 199 |
+
|
| 200 |
+
[More Information Needed]
|
| 201 |
+
|
| 202 |
+
## Model Card Contact
|
| 203 |
+
|
| 204 |
+
[More Information Needed]
|
| 205 |
+
### Framework versions
|
| 206 |
+
|
| 207 |
+
- PEFT 0.18.1
|
outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/checkpoints/step_000060/adapter_config.json
ADDED
|
@@ -0,0 +1,49 @@
|
|
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|
| 1 |
+
{
|
| 2 |
+
"alora_invocation_tokens": null,
|
| 3 |
+
"alpha_pattern": {},
|
| 4 |
+
"arrow_config": null,
|
| 5 |
+
"auto_mapping": null,
|
| 6 |
+
"base_model_name_or_path": "mistralai/Mistral-7B-Instruct-v0.3",
|
| 7 |
+
"bias": "none",
|
| 8 |
+
"corda_config": null,
|
| 9 |
+
"ensure_weight_tying": false,
|
| 10 |
+
"eva_config": null,
|
| 11 |
+
"exclude_modules": null,
|
| 12 |
+
"fan_in_fan_out": false,
|
| 13 |
+
"inference_mode": true,
|
| 14 |
+
"init_lora_weights": true,
|
| 15 |
+
"layer_replication": null,
|
| 16 |
+
"layers_pattern": null,
|
| 17 |
+
"layers_to_transform": null,
|
| 18 |
+
"loftq_config": {},
|
| 19 |
+
"lora_alpha": 32,
|
| 20 |
+
"lora_bias": false,
|
| 21 |
+
"lora_dropout": 0.05,
|
| 22 |
+
"megatron_config": null,
|
| 23 |
+
"megatron_core": "megatron.core",
|
| 24 |
+
"modules_to_save": null,
|
| 25 |
+
"peft_type": "LORA",
|
| 26 |
+
"peft_version": "0.18.1",
|
| 27 |
+
"qalora_group_size": 16,
|
| 28 |
+
"r": 16,
|
| 29 |
+
"rank_pattern": {},
|
| 30 |
+
"revision": null,
|
| 31 |
+
"target_modules": [
|
| 32 |
+
"q_proj",
|
| 33 |
+
"k_proj",
|
| 34 |
+
"o_proj",
|
| 35 |
+
"c_fc",
|
| 36 |
+
"up_proj",
|
| 37 |
+
"gate_proj",
|
| 38 |
+
"down_proj",
|
| 39 |
+
"c_attn",
|
| 40 |
+
"c_proj",
|
| 41 |
+
"v_proj"
|
| 42 |
+
],
|
| 43 |
+
"target_parameters": null,
|
| 44 |
+
"task_type": "CAUSAL_LM",
|
| 45 |
+
"trainable_token_indices": null,
|
| 46 |
+
"use_dora": false,
|
| 47 |
+
"use_qalora": false,
|
| 48 |
+
"use_rslora": false
|
| 49 |
+
}
|
outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/checkpoints/step_000060/trainer_state.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:bef91fdff19f5d0529edca6de67462a25e547cac21ef39efad196c4251059031
|
| 3 |
+
size 1361
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outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/checkpoints/step_000080/README.md
ADDED
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| 1 |
+
---
|
| 2 |
+
base_model: mistralai/Mistral-7B-Instruct-v0.3
|
| 3 |
+
library_name: peft
|
| 4 |
+
pipeline_tag: text-generation
|
| 5 |
+
tags:
|
| 6 |
+
- base_model:adapter:mistralai/Mistral-7B-Instruct-v0.3
|
| 7 |
+
- lora
|
| 8 |
+
- transformers
|
| 9 |
+
---
|
| 10 |
+
|
| 11 |
+
# Model Card for Model ID
|
| 12 |
+
|
| 13 |
+
<!-- Provide a quick summary of what the model is/does. -->
|
| 14 |
+
|
| 15 |
+
|
| 16 |
+
|
| 17 |
+
## Model Details
|
| 18 |
+
|
| 19 |
+
### Model Description
|
| 20 |
+
|
| 21 |
+
<!-- Provide a longer summary of what this model is. -->
|
| 22 |
+
|
| 23 |
+
|
| 24 |
+
|
| 25 |
+
- **Developed by:** [More Information Needed]
|
| 26 |
+
- **Funded by [optional]:** [More Information Needed]
|
| 27 |
+
- **Shared by [optional]:** [More Information Needed]
|
| 28 |
+
- **Model type:** [More Information Needed]
|
| 29 |
+
- **Language(s) (NLP):** [More Information Needed]
|
| 30 |
+
- **License:** [More Information Needed]
|
| 31 |
+
- **Finetuned from model [optional]:** [More Information Needed]
|
| 32 |
+
|
| 33 |
+
### Model Sources [optional]
|
| 34 |
+
|
| 35 |
+
<!-- Provide the basic links for the model. -->
|
| 36 |
+
|
| 37 |
+
- **Repository:** [More Information Needed]
|
| 38 |
+
- **Paper [optional]:** [More Information Needed]
|
| 39 |
+
- **Demo [optional]:** [More Information Needed]
|
| 40 |
+
|
| 41 |
+
## Uses
|
| 42 |
+
|
| 43 |
+
<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
|
| 44 |
+
|
| 45 |
+
### Direct Use
|
| 46 |
+
|
| 47 |
+
<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
|
| 48 |
+
|
| 49 |
+
[More Information Needed]
|
| 50 |
+
|
| 51 |
+
### Downstream Use [optional]
|
| 52 |
+
|
| 53 |
+
<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
|
| 54 |
+
|
| 55 |
+
[More Information Needed]
|
| 56 |
+
|
| 57 |
+
### Out-of-Scope Use
|
| 58 |
+
|
| 59 |
+
<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
|
| 60 |
+
|
| 61 |
+
[More Information Needed]
|
| 62 |
+
|
| 63 |
+
## Bias, Risks, and Limitations
|
| 64 |
+
|
| 65 |
+
<!-- This section is meant to convey both technical and sociotechnical limitations. -->
|
| 66 |
+
|
| 67 |
+
[More Information Needed]
|
| 68 |
+
|
| 69 |
+
### Recommendations
|
| 70 |
+
|
| 71 |
+
<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
|
| 72 |
+
|
| 73 |
+
Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
|
| 74 |
+
|
| 75 |
+
## How to Get Started with the Model
|
| 76 |
+
|
| 77 |
+
Use the code below to get started with the model.
|
| 78 |
+
|
| 79 |
+
[More Information Needed]
|
| 80 |
+
|
| 81 |
+
## Training Details
|
| 82 |
+
|
| 83 |
+
### Training Data
|
| 84 |
+
|
| 85 |
+
<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
|
| 86 |
+
|
| 87 |
+
[More Information Needed]
|
| 88 |
+
|
| 89 |
+
### Training Procedure
|
| 90 |
+
|
| 91 |
+
<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
|
| 92 |
+
|
| 93 |
+
#### Preprocessing [optional]
|
| 94 |
+
|
| 95 |
+
[More Information Needed]
|
| 96 |
+
|
| 97 |
+
|
| 98 |
+
#### Training Hyperparameters
|
| 99 |
+
|
| 100 |
+
- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
|
| 101 |
+
|
| 102 |
+
#### Speeds, Sizes, Times [optional]
|
| 103 |
+
|
| 104 |
+
<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
|
| 105 |
+
|
| 106 |
+
[More Information Needed]
|
| 107 |
+
|
| 108 |
+
## Evaluation
|
| 109 |
+
|
| 110 |
+
<!-- This section describes the evaluation protocols and provides the results. -->
|
| 111 |
+
|
| 112 |
+
### Testing Data, Factors & Metrics
|
| 113 |
+
|
| 114 |
+
#### Testing Data
|
| 115 |
+
|
| 116 |
+
<!-- This should link to a Dataset Card if possible. -->
|
| 117 |
+
|
| 118 |
+
[More Information Needed]
|
| 119 |
+
|
| 120 |
+
#### Factors
|
| 121 |
+
|
| 122 |
+
<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
|
| 123 |
+
|
| 124 |
+
[More Information Needed]
|
| 125 |
+
|
| 126 |
+
#### Metrics
|
| 127 |
+
|
| 128 |
+
<!-- These are the evaluation metrics being used, ideally with a description of why. -->
|
| 129 |
+
|
| 130 |
+
[More Information Needed]
|
| 131 |
+
|
| 132 |
+
### Results
|
| 133 |
+
|
| 134 |
+
[More Information Needed]
|
| 135 |
+
|
| 136 |
+
#### Summary
|
| 137 |
+
|
| 138 |
+
|
| 139 |
+
|
| 140 |
+
## Model Examination [optional]
|
| 141 |
+
|
| 142 |
+
<!-- Relevant interpretability work for the model goes here -->
|
| 143 |
+
|
| 144 |
+
[More Information Needed]
|
| 145 |
+
|
| 146 |
+
## Environmental Impact
|
| 147 |
+
|
| 148 |
+
<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
|
| 149 |
+
|
| 150 |
+
Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
|
| 151 |
+
|
| 152 |
+
- **Hardware Type:** [More Information Needed]
|
| 153 |
+
- **Hours used:** [More Information Needed]
|
| 154 |
+
- **Cloud Provider:** [More Information Needed]
|
| 155 |
+
- **Compute Region:** [More Information Needed]
|
| 156 |
+
- **Carbon Emitted:** [More Information Needed]
|
| 157 |
+
|
| 158 |
+
## Technical Specifications [optional]
|
| 159 |
+
|
| 160 |
+
### Model Architecture and Objective
|
| 161 |
+
|
| 162 |
+
[More Information Needed]
|
| 163 |
+
|
| 164 |
+
### Compute Infrastructure
|
| 165 |
+
|
| 166 |
+
[More Information Needed]
|
| 167 |
+
|
| 168 |
+
#### Hardware
|
| 169 |
+
|
| 170 |
+
[More Information Needed]
|
| 171 |
+
|
| 172 |
+
#### Software
|
| 173 |
+
|
| 174 |
+
[More Information Needed]
|
| 175 |
+
|
| 176 |
+
## Citation [optional]
|
| 177 |
+
|
| 178 |
+
<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
|
| 179 |
+
|
| 180 |
+
**BibTeX:**
|
| 181 |
+
|
| 182 |
+
[More Information Needed]
|
| 183 |
+
|
| 184 |
+
**APA:**
|
| 185 |
+
|
| 186 |
+
[More Information Needed]
|
| 187 |
+
|
| 188 |
+
## Glossary [optional]
|
| 189 |
+
|
| 190 |
+
<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
|
| 191 |
+
|
| 192 |
+
[More Information Needed]
|
| 193 |
+
|
| 194 |
+
## More Information [optional]
|
| 195 |
+
|
| 196 |
+
[More Information Needed]
|
| 197 |
+
|
| 198 |
+
## Model Card Authors [optional]
|
| 199 |
+
|
| 200 |
+
[More Information Needed]
|
| 201 |
+
|
| 202 |
+
## Model Card Contact
|
| 203 |
+
|
| 204 |
+
[More Information Needed]
|
| 205 |
+
### Framework versions
|
| 206 |
+
|
| 207 |
+
- PEFT 0.18.1
|
outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/checkpoints/step_000080/adapter_config.json
ADDED
|
@@ -0,0 +1,49 @@
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|
| 1 |
+
{
|
| 2 |
+
"alora_invocation_tokens": null,
|
| 3 |
+
"alpha_pattern": {},
|
| 4 |
+
"arrow_config": null,
|
| 5 |
+
"auto_mapping": null,
|
| 6 |
+
"base_model_name_or_path": "mistralai/Mistral-7B-Instruct-v0.3",
|
| 7 |
+
"bias": "none",
|
| 8 |
+
"corda_config": null,
|
| 9 |
+
"ensure_weight_tying": false,
|
| 10 |
+
"eva_config": null,
|
| 11 |
+
"exclude_modules": null,
|
| 12 |
+
"fan_in_fan_out": false,
|
| 13 |
+
"inference_mode": true,
|
| 14 |
+
"init_lora_weights": true,
|
| 15 |
+
"layer_replication": null,
|
| 16 |
+
"layers_pattern": null,
|
| 17 |
+
"layers_to_transform": null,
|
| 18 |
+
"loftq_config": {},
|
| 19 |
+
"lora_alpha": 32,
|
| 20 |
+
"lora_bias": false,
|
| 21 |
+
"lora_dropout": 0.05,
|
| 22 |
+
"megatron_config": null,
|
| 23 |
+
"megatron_core": "megatron.core",
|
| 24 |
+
"modules_to_save": null,
|
| 25 |
+
"peft_type": "LORA",
|
| 26 |
+
"peft_version": "0.18.1",
|
| 27 |
+
"qalora_group_size": 16,
|
| 28 |
+
"r": 16,
|
| 29 |
+
"rank_pattern": {},
|
| 30 |
+
"revision": null,
|
| 31 |
+
"target_modules": [
|
| 32 |
+
"q_proj",
|
| 33 |
+
"k_proj",
|
| 34 |
+
"o_proj",
|
| 35 |
+
"c_fc",
|
| 36 |
+
"up_proj",
|
| 37 |
+
"gate_proj",
|
| 38 |
+
"down_proj",
|
| 39 |
+
"c_attn",
|
| 40 |
+
"c_proj",
|
| 41 |
+
"v_proj"
|
| 42 |
+
],
|
| 43 |
+
"target_parameters": null,
|
| 44 |
+
"task_type": "CAUSAL_LM",
|
| 45 |
+
"trainable_token_indices": null,
|
| 46 |
+
"use_dora": false,
|
| 47 |
+
"use_qalora": false,
|
| 48 |
+
"use_rslora": false
|
| 49 |
+
}
|
outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/checkpoints/step_000080/trainer_state.pt
ADDED
|
@@ -0,0 +1,3 @@
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|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:11f73331c317b136b30dab749ae072413c1e8e1f2890170b7560a593d2b82ea8
|
| 3 |
+
size 1361
|
outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/checkpoints/step_000100/README.md
ADDED
|
@@ -0,0 +1,207 @@
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|
| 1 |
+
---
|
| 2 |
+
base_model: mistralai/Mistral-7B-Instruct-v0.3
|
| 3 |
+
library_name: peft
|
| 4 |
+
pipeline_tag: text-generation
|
| 5 |
+
tags:
|
| 6 |
+
- base_model:adapter:mistralai/Mistral-7B-Instruct-v0.3
|
| 7 |
+
- lora
|
| 8 |
+
- transformers
|
| 9 |
+
---
|
| 10 |
+
|
| 11 |
+
# Model Card for Model ID
|
| 12 |
+
|
| 13 |
+
<!-- Provide a quick summary of what the model is/does. -->
|
| 14 |
+
|
| 15 |
+
|
| 16 |
+
|
| 17 |
+
## Model Details
|
| 18 |
+
|
| 19 |
+
### Model Description
|
| 20 |
+
|
| 21 |
+
<!-- Provide a longer summary of what this model is. -->
|
| 22 |
+
|
| 23 |
+
|
| 24 |
+
|
| 25 |
+
- **Developed by:** [More Information Needed]
|
| 26 |
+
- **Funded by [optional]:** [More Information Needed]
|
| 27 |
+
- **Shared by [optional]:** [More Information Needed]
|
| 28 |
+
- **Model type:** [More Information Needed]
|
| 29 |
+
- **Language(s) (NLP):** [More Information Needed]
|
| 30 |
+
- **License:** [More Information Needed]
|
| 31 |
+
- **Finetuned from model [optional]:** [More Information Needed]
|
| 32 |
+
|
| 33 |
+
### Model Sources [optional]
|
| 34 |
+
|
| 35 |
+
<!-- Provide the basic links for the model. -->
|
| 36 |
+
|
| 37 |
+
- **Repository:** [More Information Needed]
|
| 38 |
+
- **Paper [optional]:** [More Information Needed]
|
| 39 |
+
- **Demo [optional]:** [More Information Needed]
|
| 40 |
+
|
| 41 |
+
## Uses
|
| 42 |
+
|
| 43 |
+
<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
|
| 44 |
+
|
| 45 |
+
### Direct Use
|
| 46 |
+
|
| 47 |
+
<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
|
| 48 |
+
|
| 49 |
+
[More Information Needed]
|
| 50 |
+
|
| 51 |
+
### Downstream Use [optional]
|
| 52 |
+
|
| 53 |
+
<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
|
| 54 |
+
|
| 55 |
+
[More Information Needed]
|
| 56 |
+
|
| 57 |
+
### Out-of-Scope Use
|
| 58 |
+
|
| 59 |
+
<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
|
| 60 |
+
|
| 61 |
+
[More Information Needed]
|
| 62 |
+
|
| 63 |
+
## Bias, Risks, and Limitations
|
| 64 |
+
|
| 65 |
+
<!-- This section is meant to convey both technical and sociotechnical limitations. -->
|
| 66 |
+
|
| 67 |
+
[More Information Needed]
|
| 68 |
+
|
| 69 |
+
### Recommendations
|
| 70 |
+
|
| 71 |
+
<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
|
| 72 |
+
|
| 73 |
+
Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
|
| 74 |
+
|
| 75 |
+
## How to Get Started with the Model
|
| 76 |
+
|
| 77 |
+
Use the code below to get started with the model.
|
| 78 |
+
|
| 79 |
+
[More Information Needed]
|
| 80 |
+
|
| 81 |
+
## Training Details
|
| 82 |
+
|
| 83 |
+
### Training Data
|
| 84 |
+
|
| 85 |
+
<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
|
| 86 |
+
|
| 87 |
+
[More Information Needed]
|
| 88 |
+
|
| 89 |
+
### Training Procedure
|
| 90 |
+
|
| 91 |
+
<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
|
| 92 |
+
|
| 93 |
+
#### Preprocessing [optional]
|
| 94 |
+
|
| 95 |
+
[More Information Needed]
|
| 96 |
+
|
| 97 |
+
|
| 98 |
+
#### Training Hyperparameters
|
| 99 |
+
|
| 100 |
+
- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
|
| 101 |
+
|
| 102 |
+
#### Speeds, Sizes, Times [optional]
|
| 103 |
+
|
| 104 |
+
<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
|
| 105 |
+
|
| 106 |
+
[More Information Needed]
|
| 107 |
+
|
| 108 |
+
## Evaluation
|
| 109 |
+
|
| 110 |
+
<!-- This section describes the evaluation protocols and provides the results. -->
|
| 111 |
+
|
| 112 |
+
### Testing Data, Factors & Metrics
|
| 113 |
+
|
| 114 |
+
#### Testing Data
|
| 115 |
+
|
| 116 |
+
<!-- This should link to a Dataset Card if possible. -->
|
| 117 |
+
|
| 118 |
+
[More Information Needed]
|
| 119 |
+
|
| 120 |
+
#### Factors
|
| 121 |
+
|
| 122 |
+
<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
|
| 123 |
+
|
| 124 |
+
[More Information Needed]
|
| 125 |
+
|
| 126 |
+
#### Metrics
|
| 127 |
+
|
| 128 |
+
<!-- These are the evaluation metrics being used, ideally with a description of why. -->
|
| 129 |
+
|
| 130 |
+
[More Information Needed]
|
| 131 |
+
|
| 132 |
+
### Results
|
| 133 |
+
|
| 134 |
+
[More Information Needed]
|
| 135 |
+
|
| 136 |
+
#### Summary
|
| 137 |
+
|
| 138 |
+
|
| 139 |
+
|
| 140 |
+
## Model Examination [optional]
|
| 141 |
+
|
| 142 |
+
<!-- Relevant interpretability work for the model goes here -->
|
| 143 |
+
|
| 144 |
+
[More Information Needed]
|
| 145 |
+
|
| 146 |
+
## Environmental Impact
|
| 147 |
+
|
| 148 |
+
<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
|
| 149 |
+
|
| 150 |
+
Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
|
| 151 |
+
|
| 152 |
+
- **Hardware Type:** [More Information Needed]
|
| 153 |
+
- **Hours used:** [More Information Needed]
|
| 154 |
+
- **Cloud Provider:** [More Information Needed]
|
| 155 |
+
- **Compute Region:** [More Information Needed]
|
| 156 |
+
- **Carbon Emitted:** [More Information Needed]
|
| 157 |
+
|
| 158 |
+
## Technical Specifications [optional]
|
| 159 |
+
|
| 160 |
+
### Model Architecture and Objective
|
| 161 |
+
|
| 162 |
+
[More Information Needed]
|
| 163 |
+
|
| 164 |
+
### Compute Infrastructure
|
| 165 |
+
|
| 166 |
+
[More Information Needed]
|
| 167 |
+
|
| 168 |
+
#### Hardware
|
| 169 |
+
|
| 170 |
+
[More Information Needed]
|
| 171 |
+
|
| 172 |
+
#### Software
|
| 173 |
+
|
| 174 |
+
[More Information Needed]
|
| 175 |
+
|
| 176 |
+
## Citation [optional]
|
| 177 |
+
|
| 178 |
+
<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
|
| 179 |
+
|
| 180 |
+
**BibTeX:**
|
| 181 |
+
|
| 182 |
+
[More Information Needed]
|
| 183 |
+
|
| 184 |
+
**APA:**
|
| 185 |
+
|
| 186 |
+
[More Information Needed]
|
| 187 |
+
|
| 188 |
+
## Glossary [optional]
|
| 189 |
+
|
| 190 |
+
<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
|
| 191 |
+
|
| 192 |
+
[More Information Needed]
|
| 193 |
+
|
| 194 |
+
## More Information [optional]
|
| 195 |
+
|
| 196 |
+
[More Information Needed]
|
| 197 |
+
|
| 198 |
+
## Model Card Authors [optional]
|
| 199 |
+
|
| 200 |
+
[More Information Needed]
|
| 201 |
+
|
| 202 |
+
## Model Card Contact
|
| 203 |
+
|
| 204 |
+
[More Information Needed]
|
| 205 |
+
### Framework versions
|
| 206 |
+
|
| 207 |
+
- PEFT 0.18.1
|
outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/checkpoints/step_000100/adapter_config.json
ADDED
|
@@ -0,0 +1,49 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
|
|
|
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|
|
|
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|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
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|
|
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|
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|
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|
|
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|
|
|
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|
|
|
|
|
|
|
|
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|
|
|
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|
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|
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|
|
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|
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|
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|
|
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|
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|
|
|
| 1 |
+
{
|
| 2 |
+
"alora_invocation_tokens": null,
|
| 3 |
+
"alpha_pattern": {},
|
| 4 |
+
"arrow_config": null,
|
| 5 |
+
"auto_mapping": null,
|
| 6 |
+
"base_model_name_or_path": "mistralai/Mistral-7B-Instruct-v0.3",
|
| 7 |
+
"bias": "none",
|
| 8 |
+
"corda_config": null,
|
| 9 |
+
"ensure_weight_tying": false,
|
| 10 |
+
"eva_config": null,
|
| 11 |
+
"exclude_modules": null,
|
| 12 |
+
"fan_in_fan_out": false,
|
| 13 |
+
"inference_mode": true,
|
| 14 |
+
"init_lora_weights": true,
|
| 15 |
+
"layer_replication": null,
|
| 16 |
+
"layers_pattern": null,
|
| 17 |
+
"layers_to_transform": null,
|
| 18 |
+
"loftq_config": {},
|
| 19 |
+
"lora_alpha": 32,
|
| 20 |
+
"lora_bias": false,
|
| 21 |
+
"lora_dropout": 0.05,
|
| 22 |
+
"megatron_config": null,
|
| 23 |
+
"megatron_core": "megatron.core",
|
| 24 |
+
"modules_to_save": null,
|
| 25 |
+
"peft_type": "LORA",
|
| 26 |
+
"peft_version": "0.18.1",
|
| 27 |
+
"qalora_group_size": 16,
|
| 28 |
+
"r": 16,
|
| 29 |
+
"rank_pattern": {},
|
| 30 |
+
"revision": null,
|
| 31 |
+
"target_modules": [
|
| 32 |
+
"q_proj",
|
| 33 |
+
"k_proj",
|
| 34 |
+
"o_proj",
|
| 35 |
+
"c_fc",
|
| 36 |
+
"up_proj",
|
| 37 |
+
"gate_proj",
|
| 38 |
+
"down_proj",
|
| 39 |
+
"c_attn",
|
| 40 |
+
"c_proj",
|
| 41 |
+
"v_proj"
|
| 42 |
+
],
|
| 43 |
+
"target_parameters": null,
|
| 44 |
+
"task_type": "CAUSAL_LM",
|
| 45 |
+
"trainable_token_indices": null,
|
| 46 |
+
"use_dora": false,
|
| 47 |
+
"use_qalora": false,
|
| 48 |
+
"use_rslora": false
|
| 49 |
+
}
|
outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/checkpoints/step_000100/trainer_state.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2d25de0e8597e5a54662cd619a13bc8754077956267bed66de868ba0125ab6c0
|
| 3 |
+
size 1361
|
outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/checkpoints/step_000120/README.md
ADDED
|
@@ -0,0 +1,207 @@
|
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|
| 1 |
+
---
|
| 2 |
+
base_model: mistralai/Mistral-7B-Instruct-v0.3
|
| 3 |
+
library_name: peft
|
| 4 |
+
pipeline_tag: text-generation
|
| 5 |
+
tags:
|
| 6 |
+
- base_model:adapter:mistralai/Mistral-7B-Instruct-v0.3
|
| 7 |
+
- lora
|
| 8 |
+
- transformers
|
| 9 |
+
---
|
| 10 |
+
|
| 11 |
+
# Model Card for Model ID
|
| 12 |
+
|
| 13 |
+
<!-- Provide a quick summary of what the model is/does. -->
|
| 14 |
+
|
| 15 |
+
|
| 16 |
+
|
| 17 |
+
## Model Details
|
| 18 |
+
|
| 19 |
+
### Model Description
|
| 20 |
+
|
| 21 |
+
<!-- Provide a longer summary of what this model is. -->
|
| 22 |
+
|
| 23 |
+
|
| 24 |
+
|
| 25 |
+
- **Developed by:** [More Information Needed]
|
| 26 |
+
- **Funded by [optional]:** [More Information Needed]
|
| 27 |
+
- **Shared by [optional]:** [More Information Needed]
|
| 28 |
+
- **Model type:** [More Information Needed]
|
| 29 |
+
- **Language(s) (NLP):** [More Information Needed]
|
| 30 |
+
- **License:** [More Information Needed]
|
| 31 |
+
- **Finetuned from model [optional]:** [More Information Needed]
|
| 32 |
+
|
| 33 |
+
### Model Sources [optional]
|
| 34 |
+
|
| 35 |
+
<!-- Provide the basic links for the model. -->
|
| 36 |
+
|
| 37 |
+
- **Repository:** [More Information Needed]
|
| 38 |
+
- **Paper [optional]:** [More Information Needed]
|
| 39 |
+
- **Demo [optional]:** [More Information Needed]
|
| 40 |
+
|
| 41 |
+
## Uses
|
| 42 |
+
|
| 43 |
+
<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
|
| 44 |
+
|
| 45 |
+
### Direct Use
|
| 46 |
+
|
| 47 |
+
<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
|
| 48 |
+
|
| 49 |
+
[More Information Needed]
|
| 50 |
+
|
| 51 |
+
### Downstream Use [optional]
|
| 52 |
+
|
| 53 |
+
<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
|
| 54 |
+
|
| 55 |
+
[More Information Needed]
|
| 56 |
+
|
| 57 |
+
### Out-of-Scope Use
|
| 58 |
+
|
| 59 |
+
<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
|
| 60 |
+
|
| 61 |
+
[More Information Needed]
|
| 62 |
+
|
| 63 |
+
## Bias, Risks, and Limitations
|
| 64 |
+
|
| 65 |
+
<!-- This section is meant to convey both technical and sociotechnical limitations. -->
|
| 66 |
+
|
| 67 |
+
[More Information Needed]
|
| 68 |
+
|
| 69 |
+
### Recommendations
|
| 70 |
+
|
| 71 |
+
<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
|
| 72 |
+
|
| 73 |
+
Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
|
| 74 |
+
|
| 75 |
+
## How to Get Started with the Model
|
| 76 |
+
|
| 77 |
+
Use the code below to get started with the model.
|
| 78 |
+
|
| 79 |
+
[More Information Needed]
|
| 80 |
+
|
| 81 |
+
## Training Details
|
| 82 |
+
|
| 83 |
+
### Training Data
|
| 84 |
+
|
| 85 |
+
<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
|
| 86 |
+
|
| 87 |
+
[More Information Needed]
|
| 88 |
+
|
| 89 |
+
### Training Procedure
|
| 90 |
+
|
| 91 |
+
<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
|
| 92 |
+
|
| 93 |
+
#### Preprocessing [optional]
|
| 94 |
+
|
| 95 |
+
[More Information Needed]
|
| 96 |
+
|
| 97 |
+
|
| 98 |
+
#### Training Hyperparameters
|
| 99 |
+
|
| 100 |
+
- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
|
| 101 |
+
|
| 102 |
+
#### Speeds, Sizes, Times [optional]
|
| 103 |
+
|
| 104 |
+
<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
|
| 105 |
+
|
| 106 |
+
[More Information Needed]
|
| 107 |
+
|
| 108 |
+
## Evaluation
|
| 109 |
+
|
| 110 |
+
<!-- This section describes the evaluation protocols and provides the results. -->
|
| 111 |
+
|
| 112 |
+
### Testing Data, Factors & Metrics
|
| 113 |
+
|
| 114 |
+
#### Testing Data
|
| 115 |
+
|
| 116 |
+
<!-- This should link to a Dataset Card if possible. -->
|
| 117 |
+
|
| 118 |
+
[More Information Needed]
|
| 119 |
+
|
| 120 |
+
#### Factors
|
| 121 |
+
|
| 122 |
+
<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
|
| 123 |
+
|
| 124 |
+
[More Information Needed]
|
| 125 |
+
|
| 126 |
+
#### Metrics
|
| 127 |
+
|
| 128 |
+
<!-- These are the evaluation metrics being used, ideally with a description of why. -->
|
| 129 |
+
|
| 130 |
+
[More Information Needed]
|
| 131 |
+
|
| 132 |
+
### Results
|
| 133 |
+
|
| 134 |
+
[More Information Needed]
|
| 135 |
+
|
| 136 |
+
#### Summary
|
| 137 |
+
|
| 138 |
+
|
| 139 |
+
|
| 140 |
+
## Model Examination [optional]
|
| 141 |
+
|
| 142 |
+
<!-- Relevant interpretability work for the model goes here -->
|
| 143 |
+
|
| 144 |
+
[More Information Needed]
|
| 145 |
+
|
| 146 |
+
## Environmental Impact
|
| 147 |
+
|
| 148 |
+
<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
|
| 149 |
+
|
| 150 |
+
Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
|
| 151 |
+
|
| 152 |
+
- **Hardware Type:** [More Information Needed]
|
| 153 |
+
- **Hours used:** [More Information Needed]
|
| 154 |
+
- **Cloud Provider:** [More Information Needed]
|
| 155 |
+
- **Compute Region:** [More Information Needed]
|
| 156 |
+
- **Carbon Emitted:** [More Information Needed]
|
| 157 |
+
|
| 158 |
+
## Technical Specifications [optional]
|
| 159 |
+
|
| 160 |
+
### Model Architecture and Objective
|
| 161 |
+
|
| 162 |
+
[More Information Needed]
|
| 163 |
+
|
| 164 |
+
### Compute Infrastructure
|
| 165 |
+
|
| 166 |
+
[More Information Needed]
|
| 167 |
+
|
| 168 |
+
#### Hardware
|
| 169 |
+
|
| 170 |
+
[More Information Needed]
|
| 171 |
+
|
| 172 |
+
#### Software
|
| 173 |
+
|
| 174 |
+
[More Information Needed]
|
| 175 |
+
|
| 176 |
+
## Citation [optional]
|
| 177 |
+
|
| 178 |
+
<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
|
| 179 |
+
|
| 180 |
+
**BibTeX:**
|
| 181 |
+
|
| 182 |
+
[More Information Needed]
|
| 183 |
+
|
| 184 |
+
**APA:**
|
| 185 |
+
|
| 186 |
+
[More Information Needed]
|
| 187 |
+
|
| 188 |
+
## Glossary [optional]
|
| 189 |
+
|
| 190 |
+
<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
|
| 191 |
+
|
| 192 |
+
[More Information Needed]
|
| 193 |
+
|
| 194 |
+
## More Information [optional]
|
| 195 |
+
|
| 196 |
+
[More Information Needed]
|
| 197 |
+
|
| 198 |
+
## Model Card Authors [optional]
|
| 199 |
+
|
| 200 |
+
[More Information Needed]
|
| 201 |
+
|
| 202 |
+
## Model Card Contact
|
| 203 |
+
|
| 204 |
+
[More Information Needed]
|
| 205 |
+
### Framework versions
|
| 206 |
+
|
| 207 |
+
- PEFT 0.18.1
|
outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/checkpoints/step_000120/adapter_config.json
ADDED
|
@@ -0,0 +1,49 @@
|
|
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|
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|
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|
| 1 |
+
{
|
| 2 |
+
"alora_invocation_tokens": null,
|
| 3 |
+
"alpha_pattern": {},
|
| 4 |
+
"arrow_config": null,
|
| 5 |
+
"auto_mapping": null,
|
| 6 |
+
"base_model_name_or_path": "mistralai/Mistral-7B-Instruct-v0.3",
|
| 7 |
+
"bias": "none",
|
| 8 |
+
"corda_config": null,
|
| 9 |
+
"ensure_weight_tying": false,
|
| 10 |
+
"eva_config": null,
|
| 11 |
+
"exclude_modules": null,
|
| 12 |
+
"fan_in_fan_out": false,
|
| 13 |
+
"inference_mode": true,
|
| 14 |
+
"init_lora_weights": true,
|
| 15 |
+
"layer_replication": null,
|
| 16 |
+
"layers_pattern": null,
|
| 17 |
+
"layers_to_transform": null,
|
| 18 |
+
"loftq_config": {},
|
| 19 |
+
"lora_alpha": 32,
|
| 20 |
+
"lora_bias": false,
|
| 21 |
+
"lora_dropout": 0.05,
|
| 22 |
+
"megatron_config": null,
|
| 23 |
+
"megatron_core": "megatron.core",
|
| 24 |
+
"modules_to_save": null,
|
| 25 |
+
"peft_type": "LORA",
|
| 26 |
+
"peft_version": "0.18.1",
|
| 27 |
+
"qalora_group_size": 16,
|
| 28 |
+
"r": 16,
|
| 29 |
+
"rank_pattern": {},
|
| 30 |
+
"revision": null,
|
| 31 |
+
"target_modules": [
|
| 32 |
+
"q_proj",
|
| 33 |
+
"k_proj",
|
| 34 |
+
"o_proj",
|
| 35 |
+
"c_fc",
|
| 36 |
+
"up_proj",
|
| 37 |
+
"gate_proj",
|
| 38 |
+
"down_proj",
|
| 39 |
+
"c_attn",
|
| 40 |
+
"c_proj",
|
| 41 |
+
"v_proj"
|
| 42 |
+
],
|
| 43 |
+
"target_parameters": null,
|
| 44 |
+
"task_type": "CAUSAL_LM",
|
| 45 |
+
"trainable_token_indices": null,
|
| 46 |
+
"use_dora": false,
|
| 47 |
+
"use_qalora": false,
|
| 48 |
+
"use_rslora": false
|
| 49 |
+
}
|
outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/checkpoints/step_000120/trainer_state.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:53d9e03178d92e08563b973d5955d227293fb17076218b6b285f058222970e9b
|
| 3 |
+
size 1361
|
outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/checkpoints/step_000140/README.md
ADDED
|
@@ -0,0 +1,207 @@
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|
|
| 1 |
+
---
|
| 2 |
+
base_model: mistralai/Mistral-7B-Instruct-v0.3
|
| 3 |
+
library_name: peft
|
| 4 |
+
pipeline_tag: text-generation
|
| 5 |
+
tags:
|
| 6 |
+
- base_model:adapter:mistralai/Mistral-7B-Instruct-v0.3
|
| 7 |
+
- lora
|
| 8 |
+
- transformers
|
| 9 |
+
---
|
| 10 |
+
|
| 11 |
+
# Model Card for Model ID
|
| 12 |
+
|
| 13 |
+
<!-- Provide a quick summary of what the model is/does. -->
|
| 14 |
+
|
| 15 |
+
|
| 16 |
+
|
| 17 |
+
## Model Details
|
| 18 |
+
|
| 19 |
+
### Model Description
|
| 20 |
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|
| 21 |
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<!-- Provide a longer summary of what this model is. -->
|
| 22 |
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|
| 23 |
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|
| 24 |
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| 25 |
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|
| 26 |
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|
| 27 |
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| 28 |
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| 29 |
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| 30 |
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- **License:** [More Information Needed]
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| 31 |
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- **Finetuned from model [optional]:** [More Information Needed]
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| 32 |
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|
| 33 |
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### Model Sources [optional]
|
| 34 |
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| 35 |
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| 36 |
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| 37 |
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- **Repository:** [More Information Needed]
|
| 38 |
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- **Paper [optional]:** [More Information Needed]
|
| 39 |
+
- **Demo [optional]:** [More Information Needed]
|
| 40 |
+
|
| 41 |
+
## Uses
|
| 42 |
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|
| 43 |
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<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
|
| 44 |
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|
| 45 |
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### Direct Use
|
| 46 |
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| 47 |
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<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
|
| 48 |
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|
| 49 |
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[More Information Needed]
|
| 50 |
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| 51 |
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### Downstream Use [optional]
|
| 52 |
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|
| 53 |
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<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
|
| 54 |
+
|
| 55 |
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[More Information Needed]
|
| 56 |
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|
| 57 |
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### Out-of-Scope Use
|
| 58 |
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|
| 59 |
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<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
|
| 60 |
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|
| 61 |
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[More Information Needed]
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| 62 |
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| 63 |
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## Bias, Risks, and Limitations
|
| 64 |
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|
| 65 |
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<!-- This section is meant to convey both technical and sociotechnical limitations. -->
|
| 66 |
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|
| 67 |
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[More Information Needed]
|
| 68 |
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|
| 69 |
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### Recommendations
|
| 70 |
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|
| 71 |
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<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
|
| 72 |
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|
| 73 |
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Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
|
| 74 |
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|
| 75 |
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## How to Get Started with the Model
|
| 76 |
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|
| 77 |
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Use the code below to get started with the model.
|
| 78 |
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|
| 79 |
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[More Information Needed]
|
| 80 |
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|
| 81 |
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## Training Details
|
| 82 |
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|
| 83 |
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### Training Data
|
| 84 |
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|
| 85 |
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<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
|
| 86 |
+
|
| 87 |
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[More Information Needed]
|
| 88 |
+
|
| 89 |
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### Training Procedure
|
| 90 |
+
|
| 91 |
+
<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
|
| 92 |
+
|
| 93 |
+
#### Preprocessing [optional]
|
| 94 |
+
|
| 95 |
+
[More Information Needed]
|
| 96 |
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|
| 97 |
+
|
| 98 |
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#### Training Hyperparameters
|
| 99 |
+
|
| 100 |
+
- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
|
| 101 |
+
|
| 102 |
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#### Speeds, Sizes, Times [optional]
|
| 103 |
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|
| 104 |
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<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
|
| 105 |
+
|
| 106 |
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[More Information Needed]
|
| 107 |
+
|
| 108 |
+
## Evaluation
|
| 109 |
+
|
| 110 |
+
<!-- This section describes the evaluation protocols and provides the results. -->
|
| 111 |
+
|
| 112 |
+
### Testing Data, Factors & Metrics
|
| 113 |
+
|
| 114 |
+
#### Testing Data
|
| 115 |
+
|
| 116 |
+
<!-- This should link to a Dataset Card if possible. -->
|
| 117 |
+
|
| 118 |
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[More Information Needed]
|
| 119 |
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|
| 120 |
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#### Factors
|
| 121 |
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|
| 122 |
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<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
|
| 123 |
+
|
| 124 |
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[More Information Needed]
|
| 125 |
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|
| 126 |
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#### Metrics
|
| 127 |
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|
| 128 |
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<!-- These are the evaluation metrics being used, ideally with a description of why. -->
|
| 129 |
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|
| 130 |
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[More Information Needed]
|
| 131 |
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|
| 132 |
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### Results
|
| 133 |
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|
| 134 |
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[More Information Needed]
|
| 135 |
+
|
| 136 |
+
#### Summary
|
| 137 |
+
|
| 138 |
+
|
| 139 |
+
|
| 140 |
+
## Model Examination [optional]
|
| 141 |
+
|
| 142 |
+
<!-- Relevant interpretability work for the model goes here -->
|
| 143 |
+
|
| 144 |
+
[More Information Needed]
|
| 145 |
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|
| 146 |
+
## Environmental Impact
|
| 147 |
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|
| 148 |
+
<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
|
| 149 |
+
|
| 150 |
+
Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
|
| 151 |
+
|
| 152 |
+
- **Hardware Type:** [More Information Needed]
|
| 153 |
+
- **Hours used:** [More Information Needed]
|
| 154 |
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- **Cloud Provider:** [More Information Needed]
|
| 155 |
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- **Compute Region:** [More Information Needed]
|
| 156 |
+
- **Carbon Emitted:** [More Information Needed]
|
| 157 |
+
|
| 158 |
+
## Technical Specifications [optional]
|
| 159 |
+
|
| 160 |
+
### Model Architecture and Objective
|
| 161 |
+
|
| 162 |
+
[More Information Needed]
|
| 163 |
+
|
| 164 |
+
### Compute Infrastructure
|
| 165 |
+
|
| 166 |
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[More Information Needed]
|
| 167 |
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|
| 168 |
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#### Hardware
|
| 169 |
+
|
| 170 |
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[More Information Needed]
|
| 171 |
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|
| 172 |
+
#### Software
|
| 173 |
+
|
| 174 |
+
[More Information Needed]
|
| 175 |
+
|
| 176 |
+
## Citation [optional]
|
| 177 |
+
|
| 178 |
+
<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
|
| 179 |
+
|
| 180 |
+
**BibTeX:**
|
| 181 |
+
|
| 182 |
+
[More Information Needed]
|
| 183 |
+
|
| 184 |
+
**APA:**
|
| 185 |
+
|
| 186 |
+
[More Information Needed]
|
| 187 |
+
|
| 188 |
+
## Glossary [optional]
|
| 189 |
+
|
| 190 |
+
<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
|
| 191 |
+
|
| 192 |
+
[More Information Needed]
|
| 193 |
+
|
| 194 |
+
## More Information [optional]
|
| 195 |
+
|
| 196 |
+
[More Information Needed]
|
| 197 |
+
|
| 198 |
+
## Model Card Authors [optional]
|
| 199 |
+
|
| 200 |
+
[More Information Needed]
|
| 201 |
+
|
| 202 |
+
## Model Card Contact
|
| 203 |
+
|
| 204 |
+
[More Information Needed]
|
| 205 |
+
### Framework versions
|
| 206 |
+
|
| 207 |
+
- PEFT 0.18.1
|
outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/checkpoints/step_000140/adapter_config.json
ADDED
|
@@ -0,0 +1,49 @@
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|
| 1 |
+
{
|
| 2 |
+
"alora_invocation_tokens": null,
|
| 3 |
+
"alpha_pattern": {},
|
| 4 |
+
"arrow_config": null,
|
| 5 |
+
"auto_mapping": null,
|
| 6 |
+
"base_model_name_or_path": "mistralai/Mistral-7B-Instruct-v0.3",
|
| 7 |
+
"bias": "none",
|
| 8 |
+
"corda_config": null,
|
| 9 |
+
"ensure_weight_tying": false,
|
| 10 |
+
"eva_config": null,
|
| 11 |
+
"exclude_modules": null,
|
| 12 |
+
"fan_in_fan_out": false,
|
| 13 |
+
"inference_mode": true,
|
| 14 |
+
"init_lora_weights": true,
|
| 15 |
+
"layer_replication": null,
|
| 16 |
+
"layers_pattern": null,
|
| 17 |
+
"layers_to_transform": null,
|
| 18 |
+
"loftq_config": {},
|
| 19 |
+
"lora_alpha": 32,
|
| 20 |
+
"lora_bias": false,
|
| 21 |
+
"lora_dropout": 0.05,
|
| 22 |
+
"megatron_config": null,
|
| 23 |
+
"megatron_core": "megatron.core",
|
| 24 |
+
"modules_to_save": null,
|
| 25 |
+
"peft_type": "LORA",
|
| 26 |
+
"peft_version": "0.18.1",
|
| 27 |
+
"qalora_group_size": 16,
|
| 28 |
+
"r": 16,
|
| 29 |
+
"rank_pattern": {},
|
| 30 |
+
"revision": null,
|
| 31 |
+
"target_modules": [
|
| 32 |
+
"q_proj",
|
| 33 |
+
"k_proj",
|
| 34 |
+
"o_proj",
|
| 35 |
+
"c_fc",
|
| 36 |
+
"up_proj",
|
| 37 |
+
"gate_proj",
|
| 38 |
+
"down_proj",
|
| 39 |
+
"c_attn",
|
| 40 |
+
"c_proj",
|
| 41 |
+
"v_proj"
|
| 42 |
+
],
|
| 43 |
+
"target_parameters": null,
|
| 44 |
+
"task_type": "CAUSAL_LM",
|
| 45 |
+
"trainable_token_indices": null,
|
| 46 |
+
"use_dora": false,
|
| 47 |
+
"use_qalora": false,
|
| 48 |
+
"use_rslora": false
|
| 49 |
+
}
|
outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/checkpoints/step_000140/trainer_state.pt
ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:19bf40184c910d0e8d474aaaaec6c7c8f7df1700cd7e7fb2d45674e5e2556522
|
| 3 |
+
size 1361
|
outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/checkpoints/step_000160/README.md
ADDED
|
@@ -0,0 +1,207 @@
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|
| 1 |
+
---
|
| 2 |
+
base_model: mistralai/Mistral-7B-Instruct-v0.3
|
| 3 |
+
library_name: peft
|
| 4 |
+
pipeline_tag: text-generation
|
| 5 |
+
tags:
|
| 6 |
+
- base_model:adapter:mistralai/Mistral-7B-Instruct-v0.3
|
| 7 |
+
- lora
|
| 8 |
+
- transformers
|
| 9 |
+
---
|
| 10 |
+
|
| 11 |
+
# Model Card for Model ID
|
| 12 |
+
|
| 13 |
+
<!-- Provide a quick summary of what the model is/does. -->
|
| 14 |
+
|
| 15 |
+
|
| 16 |
+
|
| 17 |
+
## Model Details
|
| 18 |
+
|
| 19 |
+
### Model Description
|
| 20 |
+
|
| 21 |
+
<!-- Provide a longer summary of what this model is. -->
|
| 22 |
+
|
| 23 |
+
|
| 24 |
+
|
| 25 |
+
- **Developed by:** [More Information Needed]
|
| 26 |
+
- **Funded by [optional]:** [More Information Needed]
|
| 27 |
+
- **Shared by [optional]:** [More Information Needed]
|
| 28 |
+
- **Model type:** [More Information Needed]
|
| 29 |
+
- **Language(s) (NLP):** [More Information Needed]
|
| 30 |
+
- **License:** [More Information Needed]
|
| 31 |
+
- **Finetuned from model [optional]:** [More Information Needed]
|
| 32 |
+
|
| 33 |
+
### Model Sources [optional]
|
| 34 |
+
|
| 35 |
+
<!-- Provide the basic links for the model. -->
|
| 36 |
+
|
| 37 |
+
- **Repository:** [More Information Needed]
|
| 38 |
+
- **Paper [optional]:** [More Information Needed]
|
| 39 |
+
- **Demo [optional]:** [More Information Needed]
|
| 40 |
+
|
| 41 |
+
## Uses
|
| 42 |
+
|
| 43 |
+
<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
|
| 44 |
+
|
| 45 |
+
### Direct Use
|
| 46 |
+
|
| 47 |
+
<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
|
| 48 |
+
|
| 49 |
+
[More Information Needed]
|
| 50 |
+
|
| 51 |
+
### Downstream Use [optional]
|
| 52 |
+
|
| 53 |
+
<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
|
| 54 |
+
|
| 55 |
+
[More Information Needed]
|
| 56 |
+
|
| 57 |
+
### Out-of-Scope Use
|
| 58 |
+
|
| 59 |
+
<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
|
| 60 |
+
|
| 61 |
+
[More Information Needed]
|
| 62 |
+
|
| 63 |
+
## Bias, Risks, and Limitations
|
| 64 |
+
|
| 65 |
+
<!-- This section is meant to convey both technical and sociotechnical limitations. -->
|
| 66 |
+
|
| 67 |
+
[More Information Needed]
|
| 68 |
+
|
| 69 |
+
### Recommendations
|
| 70 |
+
|
| 71 |
+
<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
|
| 72 |
+
|
| 73 |
+
Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
|
| 74 |
+
|
| 75 |
+
## How to Get Started with the Model
|
| 76 |
+
|
| 77 |
+
Use the code below to get started with the model.
|
| 78 |
+
|
| 79 |
+
[More Information Needed]
|
| 80 |
+
|
| 81 |
+
## Training Details
|
| 82 |
+
|
| 83 |
+
### Training Data
|
| 84 |
+
|
| 85 |
+
<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
|
| 86 |
+
|
| 87 |
+
[More Information Needed]
|
| 88 |
+
|
| 89 |
+
### Training Procedure
|
| 90 |
+
|
| 91 |
+
<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
|
| 92 |
+
|
| 93 |
+
#### Preprocessing [optional]
|
| 94 |
+
|
| 95 |
+
[More Information Needed]
|
| 96 |
+
|
| 97 |
+
|
| 98 |
+
#### Training Hyperparameters
|
| 99 |
+
|
| 100 |
+
- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
|
| 101 |
+
|
| 102 |
+
#### Speeds, Sizes, Times [optional]
|
| 103 |
+
|
| 104 |
+
<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
|
| 105 |
+
|
| 106 |
+
[More Information Needed]
|
| 107 |
+
|
| 108 |
+
## Evaluation
|
| 109 |
+
|
| 110 |
+
<!-- This section describes the evaluation protocols and provides the results. -->
|
| 111 |
+
|
| 112 |
+
### Testing Data, Factors & Metrics
|
| 113 |
+
|
| 114 |
+
#### Testing Data
|
| 115 |
+
|
| 116 |
+
<!-- This should link to a Dataset Card if possible. -->
|
| 117 |
+
|
| 118 |
+
[More Information Needed]
|
| 119 |
+
|
| 120 |
+
#### Factors
|
| 121 |
+
|
| 122 |
+
<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
|
| 123 |
+
|
| 124 |
+
[More Information Needed]
|
| 125 |
+
|
| 126 |
+
#### Metrics
|
| 127 |
+
|
| 128 |
+
<!-- These are the evaluation metrics being used, ideally with a description of why. -->
|
| 129 |
+
|
| 130 |
+
[More Information Needed]
|
| 131 |
+
|
| 132 |
+
### Results
|
| 133 |
+
|
| 134 |
+
[More Information Needed]
|
| 135 |
+
|
| 136 |
+
#### Summary
|
| 137 |
+
|
| 138 |
+
|
| 139 |
+
|
| 140 |
+
## Model Examination [optional]
|
| 141 |
+
|
| 142 |
+
<!-- Relevant interpretability work for the model goes here -->
|
| 143 |
+
|
| 144 |
+
[More Information Needed]
|
| 145 |
+
|
| 146 |
+
## Environmental Impact
|
| 147 |
+
|
| 148 |
+
<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
|
| 149 |
+
|
| 150 |
+
Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
|
| 151 |
+
|
| 152 |
+
- **Hardware Type:** [More Information Needed]
|
| 153 |
+
- **Hours used:** [More Information Needed]
|
| 154 |
+
- **Cloud Provider:** [More Information Needed]
|
| 155 |
+
- **Compute Region:** [More Information Needed]
|
| 156 |
+
- **Carbon Emitted:** [More Information Needed]
|
| 157 |
+
|
| 158 |
+
## Technical Specifications [optional]
|
| 159 |
+
|
| 160 |
+
### Model Architecture and Objective
|
| 161 |
+
|
| 162 |
+
[More Information Needed]
|
| 163 |
+
|
| 164 |
+
### Compute Infrastructure
|
| 165 |
+
|
| 166 |
+
[More Information Needed]
|
| 167 |
+
|
| 168 |
+
#### Hardware
|
| 169 |
+
|
| 170 |
+
[More Information Needed]
|
| 171 |
+
|
| 172 |
+
#### Software
|
| 173 |
+
|
| 174 |
+
[More Information Needed]
|
| 175 |
+
|
| 176 |
+
## Citation [optional]
|
| 177 |
+
|
| 178 |
+
<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
|
| 179 |
+
|
| 180 |
+
**BibTeX:**
|
| 181 |
+
|
| 182 |
+
[More Information Needed]
|
| 183 |
+
|
| 184 |
+
**APA:**
|
| 185 |
+
|
| 186 |
+
[More Information Needed]
|
| 187 |
+
|
| 188 |
+
## Glossary [optional]
|
| 189 |
+
|
| 190 |
+
<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
|
| 191 |
+
|
| 192 |
+
[More Information Needed]
|
| 193 |
+
|
| 194 |
+
## More Information [optional]
|
| 195 |
+
|
| 196 |
+
[More Information Needed]
|
| 197 |
+
|
| 198 |
+
## Model Card Authors [optional]
|
| 199 |
+
|
| 200 |
+
[More Information Needed]
|
| 201 |
+
|
| 202 |
+
## Model Card Contact
|
| 203 |
+
|
| 204 |
+
[More Information Needed]
|
| 205 |
+
### Framework versions
|
| 206 |
+
|
| 207 |
+
- PEFT 0.18.1
|
outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/checkpoints/step_000160/adapter_config.json
ADDED
|
@@ -0,0 +1,49 @@
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|
| 1 |
+
{
|
| 2 |
+
"alora_invocation_tokens": null,
|
| 3 |
+
"alpha_pattern": {},
|
| 4 |
+
"arrow_config": null,
|
| 5 |
+
"auto_mapping": null,
|
| 6 |
+
"base_model_name_or_path": "mistralai/Mistral-7B-Instruct-v0.3",
|
| 7 |
+
"bias": "none",
|
| 8 |
+
"corda_config": null,
|
| 9 |
+
"ensure_weight_tying": false,
|
| 10 |
+
"eva_config": null,
|
| 11 |
+
"exclude_modules": null,
|
| 12 |
+
"fan_in_fan_out": false,
|
| 13 |
+
"inference_mode": true,
|
| 14 |
+
"init_lora_weights": true,
|
| 15 |
+
"layer_replication": null,
|
| 16 |
+
"layers_pattern": null,
|
| 17 |
+
"layers_to_transform": null,
|
| 18 |
+
"loftq_config": {},
|
| 19 |
+
"lora_alpha": 32,
|
| 20 |
+
"lora_bias": false,
|
| 21 |
+
"lora_dropout": 0.05,
|
| 22 |
+
"megatron_config": null,
|
| 23 |
+
"megatron_core": "megatron.core",
|
| 24 |
+
"modules_to_save": null,
|
| 25 |
+
"peft_type": "LORA",
|
| 26 |
+
"peft_version": "0.18.1",
|
| 27 |
+
"qalora_group_size": 16,
|
| 28 |
+
"r": 16,
|
| 29 |
+
"rank_pattern": {},
|
| 30 |
+
"revision": null,
|
| 31 |
+
"target_modules": [
|
| 32 |
+
"q_proj",
|
| 33 |
+
"k_proj",
|
| 34 |
+
"o_proj",
|
| 35 |
+
"c_fc",
|
| 36 |
+
"up_proj",
|
| 37 |
+
"gate_proj",
|
| 38 |
+
"down_proj",
|
| 39 |
+
"c_attn",
|
| 40 |
+
"c_proj",
|
| 41 |
+
"v_proj"
|
| 42 |
+
],
|
| 43 |
+
"target_parameters": null,
|
| 44 |
+
"task_type": "CAUSAL_LM",
|
| 45 |
+
"trainable_token_indices": null,
|
| 46 |
+
"use_dora": false,
|
| 47 |
+
"use_qalora": false,
|
| 48 |
+
"use_rslora": false
|
| 49 |
+
}
|
outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/checkpoints/step_000160/trainer_state.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3624a88eb1cabb8487be51a71318b390ca1c063a3549dc1a96248d56c4f0f0c6
|
| 3 |
+
size 1361
|
outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/checkpoints/step_000180/README.md
ADDED
|
@@ -0,0 +1,207 @@
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|
| 1 |
+
---
|
| 2 |
+
base_model: mistralai/Mistral-7B-Instruct-v0.3
|
| 3 |
+
library_name: peft
|
| 4 |
+
pipeline_tag: text-generation
|
| 5 |
+
tags:
|
| 6 |
+
- base_model:adapter:mistralai/Mistral-7B-Instruct-v0.3
|
| 7 |
+
- lora
|
| 8 |
+
- transformers
|
| 9 |
+
---
|
| 10 |
+
|
| 11 |
+
# Model Card for Model ID
|
| 12 |
+
|
| 13 |
+
<!-- Provide a quick summary of what the model is/does. -->
|
| 14 |
+
|
| 15 |
+
|
| 16 |
+
|
| 17 |
+
## Model Details
|
| 18 |
+
|
| 19 |
+
### Model Description
|
| 20 |
+
|
| 21 |
+
<!-- Provide a longer summary of what this model is. -->
|
| 22 |
+
|
| 23 |
+
|
| 24 |
+
|
| 25 |
+
- **Developed by:** [More Information Needed]
|
| 26 |
+
- **Funded by [optional]:** [More Information Needed]
|
| 27 |
+
- **Shared by [optional]:** [More Information Needed]
|
| 28 |
+
- **Model type:** [More Information Needed]
|
| 29 |
+
- **Language(s) (NLP):** [More Information Needed]
|
| 30 |
+
- **License:** [More Information Needed]
|
| 31 |
+
- **Finetuned from model [optional]:** [More Information Needed]
|
| 32 |
+
|
| 33 |
+
### Model Sources [optional]
|
| 34 |
+
|
| 35 |
+
<!-- Provide the basic links for the model. -->
|
| 36 |
+
|
| 37 |
+
- **Repository:** [More Information Needed]
|
| 38 |
+
- **Paper [optional]:** [More Information Needed]
|
| 39 |
+
- **Demo [optional]:** [More Information Needed]
|
| 40 |
+
|
| 41 |
+
## Uses
|
| 42 |
+
|
| 43 |
+
<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
|
| 44 |
+
|
| 45 |
+
### Direct Use
|
| 46 |
+
|
| 47 |
+
<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
|
| 48 |
+
|
| 49 |
+
[More Information Needed]
|
| 50 |
+
|
| 51 |
+
### Downstream Use [optional]
|
| 52 |
+
|
| 53 |
+
<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
|
| 54 |
+
|
| 55 |
+
[More Information Needed]
|
| 56 |
+
|
| 57 |
+
### Out-of-Scope Use
|
| 58 |
+
|
| 59 |
+
<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
|
| 60 |
+
|
| 61 |
+
[More Information Needed]
|
| 62 |
+
|
| 63 |
+
## Bias, Risks, and Limitations
|
| 64 |
+
|
| 65 |
+
<!-- This section is meant to convey both technical and sociotechnical limitations. -->
|
| 66 |
+
|
| 67 |
+
[More Information Needed]
|
| 68 |
+
|
| 69 |
+
### Recommendations
|
| 70 |
+
|
| 71 |
+
<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
|
| 72 |
+
|
| 73 |
+
Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
|
| 74 |
+
|
| 75 |
+
## How to Get Started with the Model
|
| 76 |
+
|
| 77 |
+
Use the code below to get started with the model.
|
| 78 |
+
|
| 79 |
+
[More Information Needed]
|
| 80 |
+
|
| 81 |
+
## Training Details
|
| 82 |
+
|
| 83 |
+
### Training Data
|
| 84 |
+
|
| 85 |
+
<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
|
| 86 |
+
|
| 87 |
+
[More Information Needed]
|
| 88 |
+
|
| 89 |
+
### Training Procedure
|
| 90 |
+
|
| 91 |
+
<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
|
| 92 |
+
|
| 93 |
+
#### Preprocessing [optional]
|
| 94 |
+
|
| 95 |
+
[More Information Needed]
|
| 96 |
+
|
| 97 |
+
|
| 98 |
+
#### Training Hyperparameters
|
| 99 |
+
|
| 100 |
+
- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
|
| 101 |
+
|
| 102 |
+
#### Speeds, Sizes, Times [optional]
|
| 103 |
+
|
| 104 |
+
<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
|
| 105 |
+
|
| 106 |
+
[More Information Needed]
|
| 107 |
+
|
| 108 |
+
## Evaluation
|
| 109 |
+
|
| 110 |
+
<!-- This section describes the evaluation protocols and provides the results. -->
|
| 111 |
+
|
| 112 |
+
### Testing Data, Factors & Metrics
|
| 113 |
+
|
| 114 |
+
#### Testing Data
|
| 115 |
+
|
| 116 |
+
<!-- This should link to a Dataset Card if possible. -->
|
| 117 |
+
|
| 118 |
+
[More Information Needed]
|
| 119 |
+
|
| 120 |
+
#### Factors
|
| 121 |
+
|
| 122 |
+
<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
|
| 123 |
+
|
| 124 |
+
[More Information Needed]
|
| 125 |
+
|
| 126 |
+
#### Metrics
|
| 127 |
+
|
| 128 |
+
<!-- These are the evaluation metrics being used, ideally with a description of why. -->
|
| 129 |
+
|
| 130 |
+
[More Information Needed]
|
| 131 |
+
|
| 132 |
+
### Results
|
| 133 |
+
|
| 134 |
+
[More Information Needed]
|
| 135 |
+
|
| 136 |
+
#### Summary
|
| 137 |
+
|
| 138 |
+
|
| 139 |
+
|
| 140 |
+
## Model Examination [optional]
|
| 141 |
+
|
| 142 |
+
<!-- Relevant interpretability work for the model goes here -->
|
| 143 |
+
|
| 144 |
+
[More Information Needed]
|
| 145 |
+
|
| 146 |
+
## Environmental Impact
|
| 147 |
+
|
| 148 |
+
<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
|
| 149 |
+
|
| 150 |
+
Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
|
| 151 |
+
|
| 152 |
+
- **Hardware Type:** [More Information Needed]
|
| 153 |
+
- **Hours used:** [More Information Needed]
|
| 154 |
+
- **Cloud Provider:** [More Information Needed]
|
| 155 |
+
- **Compute Region:** [More Information Needed]
|
| 156 |
+
- **Carbon Emitted:** [More Information Needed]
|
| 157 |
+
|
| 158 |
+
## Technical Specifications [optional]
|
| 159 |
+
|
| 160 |
+
### Model Architecture and Objective
|
| 161 |
+
|
| 162 |
+
[More Information Needed]
|
| 163 |
+
|
| 164 |
+
### Compute Infrastructure
|
| 165 |
+
|
| 166 |
+
[More Information Needed]
|
| 167 |
+
|
| 168 |
+
#### Hardware
|
| 169 |
+
|
| 170 |
+
[More Information Needed]
|
| 171 |
+
|
| 172 |
+
#### Software
|
| 173 |
+
|
| 174 |
+
[More Information Needed]
|
| 175 |
+
|
| 176 |
+
## Citation [optional]
|
| 177 |
+
|
| 178 |
+
<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
|
| 179 |
+
|
| 180 |
+
**BibTeX:**
|
| 181 |
+
|
| 182 |
+
[More Information Needed]
|
| 183 |
+
|
| 184 |
+
**APA:**
|
| 185 |
+
|
| 186 |
+
[More Information Needed]
|
| 187 |
+
|
| 188 |
+
## Glossary [optional]
|
| 189 |
+
|
| 190 |
+
<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
|
| 191 |
+
|
| 192 |
+
[More Information Needed]
|
| 193 |
+
|
| 194 |
+
## More Information [optional]
|
| 195 |
+
|
| 196 |
+
[More Information Needed]
|
| 197 |
+
|
| 198 |
+
## Model Card Authors [optional]
|
| 199 |
+
|
| 200 |
+
[More Information Needed]
|
| 201 |
+
|
| 202 |
+
## Model Card Contact
|
| 203 |
+
|
| 204 |
+
[More Information Needed]
|
| 205 |
+
### Framework versions
|
| 206 |
+
|
| 207 |
+
- PEFT 0.18.1
|
outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/checkpoints/step_000180/adapter_config.json
ADDED
|
@@ -0,0 +1,49 @@
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|
| 1 |
+
{
|
| 2 |
+
"alora_invocation_tokens": null,
|
| 3 |
+
"alpha_pattern": {},
|
| 4 |
+
"arrow_config": null,
|
| 5 |
+
"auto_mapping": null,
|
| 6 |
+
"base_model_name_or_path": "mistralai/Mistral-7B-Instruct-v0.3",
|
| 7 |
+
"bias": "none",
|
| 8 |
+
"corda_config": null,
|
| 9 |
+
"ensure_weight_tying": false,
|
| 10 |
+
"eva_config": null,
|
| 11 |
+
"exclude_modules": null,
|
| 12 |
+
"fan_in_fan_out": false,
|
| 13 |
+
"inference_mode": true,
|
| 14 |
+
"init_lora_weights": true,
|
| 15 |
+
"layer_replication": null,
|
| 16 |
+
"layers_pattern": null,
|
| 17 |
+
"layers_to_transform": null,
|
| 18 |
+
"loftq_config": {},
|
| 19 |
+
"lora_alpha": 32,
|
| 20 |
+
"lora_bias": false,
|
| 21 |
+
"lora_dropout": 0.05,
|
| 22 |
+
"megatron_config": null,
|
| 23 |
+
"megatron_core": "megatron.core",
|
| 24 |
+
"modules_to_save": null,
|
| 25 |
+
"peft_type": "LORA",
|
| 26 |
+
"peft_version": "0.18.1",
|
| 27 |
+
"qalora_group_size": 16,
|
| 28 |
+
"r": 16,
|
| 29 |
+
"rank_pattern": {},
|
| 30 |
+
"revision": null,
|
| 31 |
+
"target_modules": [
|
| 32 |
+
"q_proj",
|
| 33 |
+
"k_proj",
|
| 34 |
+
"o_proj",
|
| 35 |
+
"c_fc",
|
| 36 |
+
"up_proj",
|
| 37 |
+
"gate_proj",
|
| 38 |
+
"down_proj",
|
| 39 |
+
"c_attn",
|
| 40 |
+
"c_proj",
|
| 41 |
+
"v_proj"
|
| 42 |
+
],
|
| 43 |
+
"target_parameters": null,
|
| 44 |
+
"task_type": "CAUSAL_LM",
|
| 45 |
+
"trainable_token_indices": null,
|
| 46 |
+
"use_dora": false,
|
| 47 |
+
"use_qalora": false,
|
| 48 |
+
"use_rslora": false
|
| 49 |
+
}
|
outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/checkpoints/step_000180/trainer_state.pt
ADDED
|
@@ -0,0 +1,3 @@
|
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|
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|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3107d3eb1fde5f4a1194cad071840746b10894edee98382e2497512e8e5710e8
|
| 3 |
+
size 1361
|
outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/checkpoints/step_000200/README.md
ADDED
|
@@ -0,0 +1,207 @@
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|
| 1 |
+
---
|
| 2 |
+
base_model: mistralai/Mistral-7B-Instruct-v0.3
|
| 3 |
+
library_name: peft
|
| 4 |
+
pipeline_tag: text-generation
|
| 5 |
+
tags:
|
| 6 |
+
- base_model:adapter:mistralai/Mistral-7B-Instruct-v0.3
|
| 7 |
+
- lora
|
| 8 |
+
- transformers
|
| 9 |
+
---
|
| 10 |
+
|
| 11 |
+
# Model Card for Model ID
|
| 12 |
+
|
| 13 |
+
<!-- Provide a quick summary of what the model is/does. -->
|
| 14 |
+
|
| 15 |
+
|
| 16 |
+
|
| 17 |
+
## Model Details
|
| 18 |
+
|
| 19 |
+
### Model Description
|
| 20 |
+
|
| 21 |
+
<!-- Provide a longer summary of what this model is. -->
|
| 22 |
+
|
| 23 |
+
|
| 24 |
+
|
| 25 |
+
- **Developed by:** [More Information Needed]
|
| 26 |
+
- **Funded by [optional]:** [More Information Needed]
|
| 27 |
+
- **Shared by [optional]:** [More Information Needed]
|
| 28 |
+
- **Model type:** [More Information Needed]
|
| 29 |
+
- **Language(s) (NLP):** [More Information Needed]
|
| 30 |
+
- **License:** [More Information Needed]
|
| 31 |
+
- **Finetuned from model [optional]:** [More Information Needed]
|
| 32 |
+
|
| 33 |
+
### Model Sources [optional]
|
| 34 |
+
|
| 35 |
+
<!-- Provide the basic links for the model. -->
|
| 36 |
+
|
| 37 |
+
- **Repository:** [More Information Needed]
|
| 38 |
+
- **Paper [optional]:** [More Information Needed]
|
| 39 |
+
- **Demo [optional]:** [More Information Needed]
|
| 40 |
+
|
| 41 |
+
## Uses
|
| 42 |
+
|
| 43 |
+
<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
|
| 44 |
+
|
| 45 |
+
### Direct Use
|
| 46 |
+
|
| 47 |
+
<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
|
| 48 |
+
|
| 49 |
+
[More Information Needed]
|
| 50 |
+
|
| 51 |
+
### Downstream Use [optional]
|
| 52 |
+
|
| 53 |
+
<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
|
| 54 |
+
|
| 55 |
+
[More Information Needed]
|
| 56 |
+
|
| 57 |
+
### Out-of-Scope Use
|
| 58 |
+
|
| 59 |
+
<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
|
| 60 |
+
|
| 61 |
+
[More Information Needed]
|
| 62 |
+
|
| 63 |
+
## Bias, Risks, and Limitations
|
| 64 |
+
|
| 65 |
+
<!-- This section is meant to convey both technical and sociotechnical limitations. -->
|
| 66 |
+
|
| 67 |
+
[More Information Needed]
|
| 68 |
+
|
| 69 |
+
### Recommendations
|
| 70 |
+
|
| 71 |
+
<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
|
| 72 |
+
|
| 73 |
+
Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
|
| 74 |
+
|
| 75 |
+
## How to Get Started with the Model
|
| 76 |
+
|
| 77 |
+
Use the code below to get started with the model.
|
| 78 |
+
|
| 79 |
+
[More Information Needed]
|
| 80 |
+
|
| 81 |
+
## Training Details
|
| 82 |
+
|
| 83 |
+
### Training Data
|
| 84 |
+
|
| 85 |
+
<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
|
| 86 |
+
|
| 87 |
+
[More Information Needed]
|
| 88 |
+
|
| 89 |
+
### Training Procedure
|
| 90 |
+
|
| 91 |
+
<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
|
| 92 |
+
|
| 93 |
+
#### Preprocessing [optional]
|
| 94 |
+
|
| 95 |
+
[More Information Needed]
|
| 96 |
+
|
| 97 |
+
|
| 98 |
+
#### Training Hyperparameters
|
| 99 |
+
|
| 100 |
+
- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
|
| 101 |
+
|
| 102 |
+
#### Speeds, Sizes, Times [optional]
|
| 103 |
+
|
| 104 |
+
<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
|
| 105 |
+
|
| 106 |
+
[More Information Needed]
|
| 107 |
+
|
| 108 |
+
## Evaluation
|
| 109 |
+
|
| 110 |
+
<!-- This section describes the evaluation protocols and provides the results. -->
|
| 111 |
+
|
| 112 |
+
### Testing Data, Factors & Metrics
|
| 113 |
+
|
| 114 |
+
#### Testing Data
|
| 115 |
+
|
| 116 |
+
<!-- This should link to a Dataset Card if possible. -->
|
| 117 |
+
|
| 118 |
+
[More Information Needed]
|
| 119 |
+
|
| 120 |
+
#### Factors
|
| 121 |
+
|
| 122 |
+
<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
|
| 123 |
+
|
| 124 |
+
[More Information Needed]
|
| 125 |
+
|
| 126 |
+
#### Metrics
|
| 127 |
+
|
| 128 |
+
<!-- These are the evaluation metrics being used, ideally with a description of why. -->
|
| 129 |
+
|
| 130 |
+
[More Information Needed]
|
| 131 |
+
|
| 132 |
+
### Results
|
| 133 |
+
|
| 134 |
+
[More Information Needed]
|
| 135 |
+
|
| 136 |
+
#### Summary
|
| 137 |
+
|
| 138 |
+
|
| 139 |
+
|
| 140 |
+
## Model Examination [optional]
|
| 141 |
+
|
| 142 |
+
<!-- Relevant interpretability work for the model goes here -->
|
| 143 |
+
|
| 144 |
+
[More Information Needed]
|
| 145 |
+
|
| 146 |
+
## Environmental Impact
|
| 147 |
+
|
| 148 |
+
<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
|
| 149 |
+
|
| 150 |
+
Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
|
| 151 |
+
|
| 152 |
+
- **Hardware Type:** [More Information Needed]
|
| 153 |
+
- **Hours used:** [More Information Needed]
|
| 154 |
+
- **Cloud Provider:** [More Information Needed]
|
| 155 |
+
- **Compute Region:** [More Information Needed]
|
| 156 |
+
- **Carbon Emitted:** [More Information Needed]
|
| 157 |
+
|
| 158 |
+
## Technical Specifications [optional]
|
| 159 |
+
|
| 160 |
+
### Model Architecture and Objective
|
| 161 |
+
|
| 162 |
+
[More Information Needed]
|
| 163 |
+
|
| 164 |
+
### Compute Infrastructure
|
| 165 |
+
|
| 166 |
+
[More Information Needed]
|
| 167 |
+
|
| 168 |
+
#### Hardware
|
| 169 |
+
|
| 170 |
+
[More Information Needed]
|
| 171 |
+
|
| 172 |
+
#### Software
|
| 173 |
+
|
| 174 |
+
[More Information Needed]
|
| 175 |
+
|
| 176 |
+
## Citation [optional]
|
| 177 |
+
|
| 178 |
+
<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
|
| 179 |
+
|
| 180 |
+
**BibTeX:**
|
| 181 |
+
|
| 182 |
+
[More Information Needed]
|
| 183 |
+
|
| 184 |
+
**APA:**
|
| 185 |
+
|
| 186 |
+
[More Information Needed]
|
| 187 |
+
|
| 188 |
+
## Glossary [optional]
|
| 189 |
+
|
| 190 |
+
<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
|
| 191 |
+
|
| 192 |
+
[More Information Needed]
|
| 193 |
+
|
| 194 |
+
## More Information [optional]
|
| 195 |
+
|
| 196 |
+
[More Information Needed]
|
| 197 |
+
|
| 198 |
+
## Model Card Authors [optional]
|
| 199 |
+
|
| 200 |
+
[More Information Needed]
|
| 201 |
+
|
| 202 |
+
## Model Card Contact
|
| 203 |
+
|
| 204 |
+
[More Information Needed]
|
| 205 |
+
### Framework versions
|
| 206 |
+
|
| 207 |
+
- PEFT 0.18.1
|
outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/checkpoints/step_000200/adapter_config.json
ADDED
|
@@ -0,0 +1,49 @@
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|
| 1 |
+
{
|
| 2 |
+
"alora_invocation_tokens": null,
|
| 3 |
+
"alpha_pattern": {},
|
| 4 |
+
"arrow_config": null,
|
| 5 |
+
"auto_mapping": null,
|
| 6 |
+
"base_model_name_or_path": "mistralai/Mistral-7B-Instruct-v0.3",
|
| 7 |
+
"bias": "none",
|
| 8 |
+
"corda_config": null,
|
| 9 |
+
"ensure_weight_tying": false,
|
| 10 |
+
"eva_config": null,
|
| 11 |
+
"exclude_modules": null,
|
| 12 |
+
"fan_in_fan_out": false,
|
| 13 |
+
"inference_mode": true,
|
| 14 |
+
"init_lora_weights": true,
|
| 15 |
+
"layer_replication": null,
|
| 16 |
+
"layers_pattern": null,
|
| 17 |
+
"layers_to_transform": null,
|
| 18 |
+
"loftq_config": {},
|
| 19 |
+
"lora_alpha": 32,
|
| 20 |
+
"lora_bias": false,
|
| 21 |
+
"lora_dropout": 0.05,
|
| 22 |
+
"megatron_config": null,
|
| 23 |
+
"megatron_core": "megatron.core",
|
| 24 |
+
"modules_to_save": null,
|
| 25 |
+
"peft_type": "LORA",
|
| 26 |
+
"peft_version": "0.18.1",
|
| 27 |
+
"qalora_group_size": 16,
|
| 28 |
+
"r": 16,
|
| 29 |
+
"rank_pattern": {},
|
| 30 |
+
"revision": null,
|
| 31 |
+
"target_modules": [
|
| 32 |
+
"q_proj",
|
| 33 |
+
"k_proj",
|
| 34 |
+
"o_proj",
|
| 35 |
+
"c_fc",
|
| 36 |
+
"up_proj",
|
| 37 |
+
"gate_proj",
|
| 38 |
+
"down_proj",
|
| 39 |
+
"c_attn",
|
| 40 |
+
"c_proj",
|
| 41 |
+
"v_proj"
|
| 42 |
+
],
|
| 43 |
+
"target_parameters": null,
|
| 44 |
+
"task_type": "CAUSAL_LM",
|
| 45 |
+
"trainable_token_indices": null,
|
| 46 |
+
"use_dora": false,
|
| 47 |
+
"use_qalora": false,
|
| 48 |
+
"use_rslora": false
|
| 49 |
+
}
|
outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/checkpoints/step_000200/trainer_state.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:5e84b4d133dfdb87c194896f3d71b88f1072b9335b67b57a1f125ca5632e63c3
|
| 3 |
+
size 1361
|
outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/checkpoints/step_000220/README.md
ADDED
|
@@ -0,0 +1,207 @@
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|
| 1 |
+
---
|
| 2 |
+
base_model: mistralai/Mistral-7B-Instruct-v0.3
|
| 3 |
+
library_name: peft
|
| 4 |
+
pipeline_tag: text-generation
|
| 5 |
+
tags:
|
| 6 |
+
- base_model:adapter:mistralai/Mistral-7B-Instruct-v0.3
|
| 7 |
+
- lora
|
| 8 |
+
- transformers
|
| 9 |
+
---
|
| 10 |
+
|
| 11 |
+
# Model Card for Model ID
|
| 12 |
+
|
| 13 |
+
<!-- Provide a quick summary of what the model is/does. -->
|
| 14 |
+
|
| 15 |
+
|
| 16 |
+
|
| 17 |
+
## Model Details
|
| 18 |
+
|
| 19 |
+
### Model Description
|
| 20 |
+
|
| 21 |
+
<!-- Provide a longer summary of what this model is. -->
|
| 22 |
+
|
| 23 |
+
|
| 24 |
+
|
| 25 |
+
- **Developed by:** [More Information Needed]
|
| 26 |
+
- **Funded by [optional]:** [More Information Needed]
|
| 27 |
+
- **Shared by [optional]:** [More Information Needed]
|
| 28 |
+
- **Model type:** [More Information Needed]
|
| 29 |
+
- **Language(s) (NLP):** [More Information Needed]
|
| 30 |
+
- **License:** [More Information Needed]
|
| 31 |
+
- **Finetuned from model [optional]:** [More Information Needed]
|
| 32 |
+
|
| 33 |
+
### Model Sources [optional]
|
| 34 |
+
|
| 35 |
+
<!-- Provide the basic links for the model. -->
|
| 36 |
+
|
| 37 |
+
- **Repository:** [More Information Needed]
|
| 38 |
+
- **Paper [optional]:** [More Information Needed]
|
| 39 |
+
- **Demo [optional]:** [More Information Needed]
|
| 40 |
+
|
| 41 |
+
## Uses
|
| 42 |
+
|
| 43 |
+
<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
|
| 44 |
+
|
| 45 |
+
### Direct Use
|
| 46 |
+
|
| 47 |
+
<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
|
| 48 |
+
|
| 49 |
+
[More Information Needed]
|
| 50 |
+
|
| 51 |
+
### Downstream Use [optional]
|
| 52 |
+
|
| 53 |
+
<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
|
| 54 |
+
|
| 55 |
+
[More Information Needed]
|
| 56 |
+
|
| 57 |
+
### Out-of-Scope Use
|
| 58 |
+
|
| 59 |
+
<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
|
| 60 |
+
|
| 61 |
+
[More Information Needed]
|
| 62 |
+
|
| 63 |
+
## Bias, Risks, and Limitations
|
| 64 |
+
|
| 65 |
+
<!-- This section is meant to convey both technical and sociotechnical limitations. -->
|
| 66 |
+
|
| 67 |
+
[More Information Needed]
|
| 68 |
+
|
| 69 |
+
### Recommendations
|
| 70 |
+
|
| 71 |
+
<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
|
| 72 |
+
|
| 73 |
+
Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
|
| 74 |
+
|
| 75 |
+
## How to Get Started with the Model
|
| 76 |
+
|
| 77 |
+
Use the code below to get started with the model.
|
| 78 |
+
|
| 79 |
+
[More Information Needed]
|
| 80 |
+
|
| 81 |
+
## Training Details
|
| 82 |
+
|
| 83 |
+
### Training Data
|
| 84 |
+
|
| 85 |
+
<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
|
| 86 |
+
|
| 87 |
+
[More Information Needed]
|
| 88 |
+
|
| 89 |
+
### Training Procedure
|
| 90 |
+
|
| 91 |
+
<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
|
| 92 |
+
|
| 93 |
+
#### Preprocessing [optional]
|
| 94 |
+
|
| 95 |
+
[More Information Needed]
|
| 96 |
+
|
| 97 |
+
|
| 98 |
+
#### Training Hyperparameters
|
| 99 |
+
|
| 100 |
+
- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
|
| 101 |
+
|
| 102 |
+
#### Speeds, Sizes, Times [optional]
|
| 103 |
+
|
| 104 |
+
<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
|
| 105 |
+
|
| 106 |
+
[More Information Needed]
|
| 107 |
+
|
| 108 |
+
## Evaluation
|
| 109 |
+
|
| 110 |
+
<!-- This section describes the evaluation protocols and provides the results. -->
|
| 111 |
+
|
| 112 |
+
### Testing Data, Factors & Metrics
|
| 113 |
+
|
| 114 |
+
#### Testing Data
|
| 115 |
+
|
| 116 |
+
<!-- This should link to a Dataset Card if possible. -->
|
| 117 |
+
|
| 118 |
+
[More Information Needed]
|
| 119 |
+
|
| 120 |
+
#### Factors
|
| 121 |
+
|
| 122 |
+
<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
|
| 123 |
+
|
| 124 |
+
[More Information Needed]
|
| 125 |
+
|
| 126 |
+
#### Metrics
|
| 127 |
+
|
| 128 |
+
<!-- These are the evaluation metrics being used, ideally with a description of why. -->
|
| 129 |
+
|
| 130 |
+
[More Information Needed]
|
| 131 |
+
|
| 132 |
+
### Results
|
| 133 |
+
|
| 134 |
+
[More Information Needed]
|
| 135 |
+
|
| 136 |
+
#### Summary
|
| 137 |
+
|
| 138 |
+
|
| 139 |
+
|
| 140 |
+
## Model Examination [optional]
|
| 141 |
+
|
| 142 |
+
<!-- Relevant interpretability work for the model goes here -->
|
| 143 |
+
|
| 144 |
+
[More Information Needed]
|
| 145 |
+
|
| 146 |
+
## Environmental Impact
|
| 147 |
+
|
| 148 |
+
<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
|
| 149 |
+
|
| 150 |
+
Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
|
| 151 |
+
|
| 152 |
+
- **Hardware Type:** [More Information Needed]
|
| 153 |
+
- **Hours used:** [More Information Needed]
|
| 154 |
+
- **Cloud Provider:** [More Information Needed]
|
| 155 |
+
- **Compute Region:** [More Information Needed]
|
| 156 |
+
- **Carbon Emitted:** [More Information Needed]
|
| 157 |
+
|
| 158 |
+
## Technical Specifications [optional]
|
| 159 |
+
|
| 160 |
+
### Model Architecture and Objective
|
| 161 |
+
|
| 162 |
+
[More Information Needed]
|
| 163 |
+
|
| 164 |
+
### Compute Infrastructure
|
| 165 |
+
|
| 166 |
+
[More Information Needed]
|
| 167 |
+
|
| 168 |
+
#### Hardware
|
| 169 |
+
|
| 170 |
+
[More Information Needed]
|
| 171 |
+
|
| 172 |
+
#### Software
|
| 173 |
+
|
| 174 |
+
[More Information Needed]
|
| 175 |
+
|
| 176 |
+
## Citation [optional]
|
| 177 |
+
|
| 178 |
+
<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
|
| 179 |
+
|
| 180 |
+
**BibTeX:**
|
| 181 |
+
|
| 182 |
+
[More Information Needed]
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**APA:**
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[More Information Needed]
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## Glossary [optional]
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<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
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[More Information Needed]
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## More Information [optional]
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[More Information Needed]
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## Model Card Authors [optional]
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[More Information Needed]
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## Model Card Contact
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[More Information Needed]
|
| 205 |
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### Framework versions
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| 206 |
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|
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- PEFT 0.18.1
|
outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/checkpoints/step_000220/adapter_config.json
ADDED
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+
{
|
| 2 |
+
"alora_invocation_tokens": null,
|
| 3 |
+
"alpha_pattern": {},
|
| 4 |
+
"arrow_config": null,
|
| 5 |
+
"auto_mapping": null,
|
| 6 |
+
"base_model_name_or_path": "mistralai/Mistral-7B-Instruct-v0.3",
|
| 7 |
+
"bias": "none",
|
| 8 |
+
"corda_config": null,
|
| 9 |
+
"ensure_weight_tying": false,
|
| 10 |
+
"eva_config": null,
|
| 11 |
+
"exclude_modules": null,
|
| 12 |
+
"fan_in_fan_out": false,
|
| 13 |
+
"inference_mode": true,
|
| 14 |
+
"init_lora_weights": true,
|
| 15 |
+
"layer_replication": null,
|
| 16 |
+
"layers_pattern": null,
|
| 17 |
+
"layers_to_transform": null,
|
| 18 |
+
"loftq_config": {},
|
| 19 |
+
"lora_alpha": 32,
|
| 20 |
+
"lora_bias": false,
|
| 21 |
+
"lora_dropout": 0.05,
|
| 22 |
+
"megatron_config": null,
|
| 23 |
+
"megatron_core": "megatron.core",
|
| 24 |
+
"modules_to_save": null,
|
| 25 |
+
"peft_type": "LORA",
|
| 26 |
+
"peft_version": "0.18.1",
|
| 27 |
+
"qalora_group_size": 16,
|
| 28 |
+
"r": 16,
|
| 29 |
+
"rank_pattern": {},
|
| 30 |
+
"revision": null,
|
| 31 |
+
"target_modules": [
|
| 32 |
+
"q_proj",
|
| 33 |
+
"k_proj",
|
| 34 |
+
"o_proj",
|
| 35 |
+
"c_fc",
|
| 36 |
+
"up_proj",
|
| 37 |
+
"gate_proj",
|
| 38 |
+
"down_proj",
|
| 39 |
+
"c_attn",
|
| 40 |
+
"c_proj",
|
| 41 |
+
"v_proj"
|
| 42 |
+
],
|
| 43 |
+
"target_parameters": null,
|
| 44 |
+
"task_type": "CAUSAL_LM",
|
| 45 |
+
"trainable_token_indices": null,
|
| 46 |
+
"use_dora": false,
|
| 47 |
+
"use_qalora": false,
|
| 48 |
+
"use_rslora": false
|
| 49 |
+
}
|
outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap_baseline/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ckpt20/checkpoints/step_000220/trainer_state.pt
ADDED
|
@@ -0,0 +1,3 @@
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|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:349eae59bfa47545d2c9d813e766746f6f37a8b0637613725e3517bb8f233dc6
|
| 3 |
+
size 1361
|