rirv938-mistral-24b-dpo_10758

developer_uid: rirv938

submission_id: rirv938-mistral-24b-dpo_10758_v1

model_name: rirv938-mistral-24b-dpo_10758_v1

model_group: rirv938/mistral_24b_dpo_

status: torndown

timestamp: 2025-03-25T02:57:59+00:00

num_battles: 6424

num_wins: 3217

celo_rating: 1283.57

family_friendly_score: 0.5258

family_friendly_standard_error: 0.007061647966303617

submission_type: basic

model_repo: rirv938/mistral_24b_dpo_kl_40k_beta4_2500_v3

model_architecture: MistralForCausalLM

model_num_parameters: 24096691200.0

best_of: 8

max_input_tokens: 768

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.38748975564484456, 'latency_mean': 2.580609337091446, 'latency_p50': 2.5823291540145874, 'latency_p90': 2.86566104888916}, {'batch_size': 3, 'throughput': 0.7935257066884739, 'latency_mean': 3.760734989643097, 'latency_p50': 3.744808316230774, 'latency_p90': 4.171983861923218}, {'batch_size': 5, 'throughput': 1.0488522755557734, 'latency_mean': 4.742340570688247, 'latency_p50': 4.7394760847091675, 'latency_p90': 5.247334814071655}, {'batch_size': 6, 'throughput': 1.1164675368161228, 'latency_mean': 5.326470679044723, 'latency_p50': 5.327591776847839, 'latency_p90': 5.91735053062439}, {'batch_size': 10, 'throughput': 1.2767399900790735, 'latency_mean': 7.7735259938240056, 'latency_p50': 7.7876304388046265, 'latency_p90': 8.777165389060974}]

gpu_counts: {'NVIDIA RTX A6000': 1}

display_name: rirv938-mistral-24b-dpo_10758_v1

is_internal_developer: True

language_model: rirv938/mistral_24b_dpo_kl_40k_beta4_2500_v3

model_size: 24B

ranking_group: single

throughput_3p7s: 0.78

us_pacific_date: 2025-03-24

win_ratio: 0.5007783312577833

generation_params: {'temperature': 0.9, 'top_p': 0.9, 'min_p': 0.6, 'top_k': 80, 'presence_penalty': 0.5, 'frequency_penalty': 0.5, 'stopping_words': ['\n', '</s>', '###', 'You:'], 'max_input_tokens': 768, 'best_of': 8, 'max_output_tokens': 64}

formatter: {'memory_template': '[INST]', 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '[/INST]{bot_name}:', 'truncate_by_message': False}

Resubmit model

Shutdown handler not registered because Python interpreter is not running in the main thread
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLizer
Starting job with name rirv938-mistral-24b-dpo-10758-v1-mkmlizer
Waiting for job on rirv938-mistral-24b-dpo-10758-v1-mkmlizer to finish
rirv938-mistral-24b-dpo-10758-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
rirv938-mistral-24b-dpo-10758-v1-mkmlizer: ║     _____            __           __                                ║
rirv938-mistral-24b-dpo-10758-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
rirv938-mistral-24b-dpo-10758-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
rirv938-mistral-24b-dpo-10758-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
rirv938-mistral-24b-dpo-10758-v1-mkmlizer: ║       /___/                                                         ║
rirv938-mistral-24b-dpo-10758-v1-mkmlizer: ║                                                                     ║
rirv938-mistral-24b-dpo-10758-v1-mkmlizer: ║  Version: 0.12.8                                                    ║
rirv938-mistral-24b-dpo-10758-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
rirv938-mistral-24b-dpo-10758-v1-mkmlizer: ║  https://mk1.ai                                                     ║
rirv938-mistral-24b-dpo-10758-v1-mkmlizer: ║                                                                     ║
rirv938-mistral-24b-dpo-10758-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
rirv938-mistral-24b-dpo-10758-v1-mkmlizer: ║  belonging to:                                                      ║
rirv938-mistral-24b-dpo-10758-v1-mkmlizer: ║                                                                     ║
rirv938-mistral-24b-dpo-10758-v1-mkmlizer: ║  Chai Research Corp.                                                ║
rirv938-mistral-24b-dpo-10758-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
rirv938-mistral-24b-dpo-10758-v1-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
rirv938-mistral-24b-dpo-10758-v1-mkmlizer: ║                                                                     ║
rirv938-mistral-24b-dpo-10758-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
rirv938-mistral-24b-dpo-10758-v1-mkmlizer: Downloaded to shared memory in 170.463s
rirv938-mistral-24b-dpo-10758-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmps2dsmgn8, device:0
rirv938-mistral-24b-dpo-10758-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
rirv938-mistral-24b-dpo-10758-v1-mkmlizer: quantized model in 68.169s
rirv938-mistral-24b-dpo-10758-v1-mkmlizer: Processed model rirv938/mistral_24b_dpo_kl_40k_beta4_2500_v3 in 238.645s
rirv938-mistral-24b-dpo-10758-v1-mkmlizer: creating bucket guanaco-mkml-models
rirv938-mistral-24b-dpo-10758-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
rirv938-mistral-24b-dpo-10758-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/rirv938-mistral-24b-dpo-10758-v1
rirv938-mistral-24b-dpo-10758-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/rirv938-mistral-24b-dpo-10758-v1/config.json
rirv938-mistral-24b-dpo-10758-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/rirv938-mistral-24b-dpo-10758-v1/special_tokens_map.json
rirv938-mistral-24b-dpo-10758-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/rirv938-mistral-24b-dpo-10758-v1/tokenizer_config.json
rirv938-mistral-24b-dpo-10758-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/rirv938-mistral-24b-dpo-10758-v1/tokenizer.json
rirv938-mistral-24b-dpo-10758-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/rirv938-mistral-24b-dpo-10758-v1/flywheel_model.0.safetensors
rirv938-mistral-24b-dpo-10758-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/rirv938-mistral-24b-dpo-10758-v1/flywheel_model.1.safetensors
rirv938-mistral-24b-dpo-10758-v1-mkmlizer: 
Loading 0:   0%|          | 0/363 [00:00<?, ?it/s]
Loading 0:   1%|          | 3/363 [00:00<00:13, 26.68it/s]
Loading 0:   2%|▏         | 6/363 [00:00<00:28, 12.71it/s]
Loading 0:   3%|▎         | 10/363 [00:00<00:17, 19.81it/s]
Loading 0:   4%|▎         | 13/363 [00:00<00:25, 13.53it/s]
Loading 0:   4%|▍         | 15/363 [00:01<00:31, 10.99it/s]
Loading 0:   6%|▌         | 21/363 [00:01<00:21, 16.01it/s]
Loading 0:   6%|▋         | 23/363 [00:01<00:26, 12.91it/s]
Loading 0:   8%|▊         | 28/363 [00:01<00:18, 17.98it/s]
Loading 0:   9%|▉         | 32/363 [00:01<00:16, 20.32it/s]
Loading 0:  10%|▉         | 35/363 [00:02<00:22, 14.37it/s]
Loading 0:  10%|█         | 37/363 [00:02<00:24, 13.50it/s]
Loading 0:  11%|█         | 39/363 [00:02<00:22, 14.25it/s]
Loading 0:  11%|█▏        | 41/363 [00:02<00:27, 11.51it/s]
Loading 0:  13%|█▎        | 46/363 [00:03<00:18, 17.10it/s]
Loading 0:  14%|█▍        | 50/363 [00:03<00:15, 20.19it/s]
Loading 0:  15%|█▍        | 53/363 [00:03<00:21, 14.12it/s]
Loading 0:  15%|█▌        | 55/363 [00:03<00:23, 13.31it/s]
Loading 0:  16%|█▌        | 57/363 [00:03<00:22, 13.80it/s]
Loading 0:  16%|█▋        | 59/363 [00:04<00:27, 11.17it/s]
Loading 0:  18%|█▊        | 64/363 [00:04<00:18, 16.58it/s]
Loading 0:  19%|█▊        | 68/363 [00:04<00:14, 19.69it/s]
Loading 0:  20%|█▉        | 71/363 [00:04<00:20, 13.99it/s]
Loading 0:  20%|██        | 73/363 [00:04<00:22, 13.09it/s]
Loading 0:  21%|██        | 75/363 [00:05<00:20, 13.81it/s]
Loading 0:  21%|██        | 77/363 [00:05<00:26, 10.85it/s]
Loading 0:  23%|██▎       | 82/363 [00:05<00:17, 16.37it/s]
Loading 0:  24%|██▎       | 86/363 [00:05<00:14, 19.51it/s]
Loading 0:  25%|██▍       | 89/363 [00:06<00:19, 13.74it/s]
Loading 0:  25%|██▌       | 91/363 [00:06<00:20, 12.99it/s]
Loading 0:  26%|██▌       | 95/363 [00:06<00:15, 16.76it/s]
Loading 0:  27%|██▋       | 99/363 [00:06<00:13, 20.09it/s]
Loading 0:  28%|██▊       | 102/363 [00:06<00:14, 18.45it/s]
Loading 0:  29%|██▉       | 105/363 [00:07<00:18, 13.92it/s]
Loading 0:  29%|██▉       | 107/363 [00:07<00:20, 12.69it/s]
Loading 0:  30%|███       | 109/363 [00:07<00:20, 12.19it/s]
Loading 0:  31%|███       | 111/363 [00:07<00:19, 13.14it/s]
Loading 0:  31%|███       | 113/363 [00:07<00:23, 10.74it/s]
Loading 0:  33%|███▎      | 118/363 [00:07<00:14, 16.53it/s]
Loading 0:  34%|███▎      | 122/363 [00:08<00:12, 19.78it/s]
Loading 0:  34%|███▍      | 125/363 [00:08<00:16, 14.07it/s]
Loading 0:  35%|███▍      | 127/363 [00:08<00:17, 13.28it/s]
Loading 0:  36%|███▌      | 129/363 [00:08<00:16, 14.08it/s]
Loading 0:  36%|███▌      | 131/363 [00:09<00:20, 11.26it/s]
Loading 0:  37%|███▋      | 136/363 [00:09<00:13, 16.95it/s]
Loading 0:  39%|███▊      | 140/363 [00:09<00:11, 20.22it/s]
Loading 0:  39%|███▉      | 143/363 [00:09<00:15, 14.28it/s]
Loading 0:  40%|███▉      | 145/363 [00:09<00:16, 13.46it/s]
Loading 0:  40%|████      | 147/363 [00:09<00:15, 14.15it/s]
Loading 0:  41%|████      | 149/363 [00:10<00:18, 11.49it/s]
Loading 0:  42%|████▏     | 154/363 [00:10<00:12, 16.88it/s]
Loading 0:  44%|████▎     | 158/363 [00:10<00:10, 20.13it/s]
Loading 0:  44%|████▍     | 161/363 [00:10<00:14, 14.23it/s]
Loading 0:  45%|████▍     | 163/363 [00:11<00:14, 13.42it/s]
Loading 0:  45%|████▌     | 165/363 [00:11<00:13, 14.21it/s]
Loading 0:  46%|████▌     | 167/363 [00:11<00:16, 11.53it/s]
Loading 0:  47%|████▋     | 172/363 [00:11<00:11, 17.13it/s]
Loading 0:  48%|████▊     | 176/363 [00:11<00:09, 20.47it/s]
Loading 0:  49%|████▉     | 179/363 [00:12<00:12, 14.40it/s]
Loading 0:  50%|████▉     | 181/363 [00:12<00:13, 13.52it/s]
Loading 0:  50%|█████     | 183/363 [00:12<00:12, 14.31it/s]
Loading 0:  51%|█████     | 185/363 [00:12<00:15, 11.45it/s]
Loading 0:  52%|█████▏    | 190/363 [00:12<00:10, 17.02it/s]
Loading 0:  53%|█████▎    | 194/363 [00:12<00:08, 20.22it/s]
Loading 0:  54%|█████▍    | 197/363 [00:13<00:11, 13.86it/s]
Loading 0:  55%|█████▍    | 199/363 [00:13<00:12, 12.89it/s]
Loading 0:  55%|█████▌    | 201/363 [00:28<04:51,  1.80s/it]
Loading 0:  56%|█████▌    | 202/363 [00:28<04:11,  1.56s/it]
Loading 0:  56%|█████▌    | 204/363 [00:29<03:02,  1.15s/it]
Loading 0:  57%|█████▋    | 207/363 [00:29<01:53,  1.38it/s]
Loading 0:  58%|█████▊    | 209/363 [00:29<01:24,  1.83it/s]
Loading 0:  58%|█████▊    | 212/363 [00:29<00:55,  2.71it/s]
Loading 0:  59%|█████▉    | 214/363 [00:29<00:46,  3.21it/s]
Loading 0:  60%|█████▉    | 216/363 [00:30<00:39,  3.73it/s]
Loading 0:  60%|██████    | 219/363 [00:30<00:26,  5.38it/s]
Loading 0:  61%|██████    | 221/363 [00:30<00:25,  5.68it/s]
Loading 0:  62%|██████▏   | 226/363 [00:30<00:14,  9.65it/s]
Loading 0:  63%|██████▎   | 230/363 [00:30<00:10, 12.78it/s]
Loading 0:  64%|██████▍   | 233/363 [00:31<00:11, 10.97it/s]
Loading 0:  65%|██████▍   | 235/363 [00:31<00:12, 10.60it/s]
Loading 0:  65%|██████▌   | 237/363 [00:31<00:10, 11.51it/s]
Loading 0:  66%|██████▌   | 239/363 [00:31<00:12,  9.85it/s]
Loading 0:  67%|██████▋   | 244/363 [00:31<00:07, 15.09it/s]
Loading 0:  68%|██████▊   | 248/363 [00:32<00:06, 18.39it/s]
Loading 0:  69%|██████▉   | 251/363 [00:32<00:08, 13.48it/s]
Loading 0:  70%|██████▉   | 253/363 [00:32<00:08, 12.84it/s]
Loading 0:  70%|███████   | 255/363 [00:32<00:07, 13.67it/s]
Loading 0:  71%|███████   | 257/363 [00:33<00:09, 10.62it/s]
Loading 0:  72%|███████▏  | 262/363 [00:33<00:06, 16.12it/s]
Loading 0:  73%|███████▎  | 266/363 [00:33<00:05, 18.89it/s]
Loading 0:  74%|███████▍  | 269/363 [00:33<00:06, 13.70it/s]
Loading 0:  75%|███████▍  | 271/363 [00:33<00:07, 13.06it/s]
Loading 0:  75%|███████▌  | 273/363 [00:34<00:06, 13.65it/s]
Loading 0:  76%|███████▌  | 275/363 [00:34<00:07, 11.25it/s]
Loading 0:  77%|███████▋  | 280/363 [00:34<00:04, 16.96it/s]
Loading 0:  78%|███████▊  | 284/363 [00:34<00:03, 20.59it/s]
Loading 0:  79%|███████▉  | 287/363 [00:34<00:05, 13.92it/s]
Loading 0:  80%|███████▉  | 290/363 [00:35<00:04, 14.69it/s]
Loading 0:  80%|████████  | 292/363 [00:35<00:05, 12.95it/s]
Loading 0:  81%|████████  | 294/363 [00:35<00:05, 12.35it/s]
Loading 0:  82%|████████▏ | 298/363 [00:35<00:03, 16.36it/s]
Loading 0:  83%|████████▎ | 302/363 [00:35<00:03, 20.15it/s]
Loading 0:  84%|████████▍ | 305/363 [00:36<00:04, 14.01it/s]
Loading 0:  85%|████████▍ | 307/363 [00:36<00:04, 13.39it/s]
Loading 0:  85%|████████▌ | 309/363 [00:36<00:03, 14.15it/s]
Loading 0:  86%|████████▌ | 311/363 [00:36<00:04, 11.11it/s]
Loading 0:  87%|████████▋ | 316/363 [00:36<00:02, 16.90it/s]
Loading 0:  88%|████████▊ | 320/363 [00:36<00:02, 20.07it/s]
Loading 0:  89%|████████▉ | 323/363 [00:37<00:02, 14.21it/s]
Loading 0:  90%|████████▉ | 325/363 [00:37<00:02, 13.49it/s]
Loading 0:  90%|█████████ | 327/363 [00:37<00:02, 14.28it/s]
Loading 0:  91%|█████████ | 329/363 [00:37<00:03, 11.33it/s]
Loading 0:  92%|█████████▏| 334/363 [00:38<00:01, 16.46it/s]
Loading 0:  93%|█████████▎| 338/363 [00:38<00:01, 19.55it/s]
Loading 0:  94%|█████████▍| 341/363 [00:38<00:01, 13.58it/s]
Loading 0:  94%|█████████▍| 343/363 [00:38<00:01, 12.85it/s]
Loading 0:  95%|█████████▌| 345/363 [00:38<00:01, 13.59it/s]
Loading 0:  96%|█████████▌| 347/363 [00:39<00:01, 10.55it/s]
Loading 0:  97%|█████████▋| 352/363 [00:39<00:00, 16.18it/s]
Loading 0:  98%|█████████▊| 356/363 [00:39<00:00, 19.65it/s]
Loading 0:  99%|█████████▉| 359/363 [00:46<00:02,  1.43it/s]
Loading 0:  99%|█████████▉| 361/363 [00:47<00:01,  1.70it/s]
                                                            
Job rirv938-mistral-24b-dpo-10758-v1-mkmlizer completed after 288.11s with status: succeeded
Stopping job with name rirv938-mistral-24b-dpo-10758-v1-mkmlizer
Pipeline stage MKMLizer completed in 288.58s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service rirv938-mistral-24b-dpo-10758-v1
Waiting for inference service rirv938-mistral-24b-dpo-10758-v1 to be ready
Inference service rirv938-mistral-24b-dpo-10758-v1 ready after 100.31740021705627s
Pipeline stage MKMLDeployer completed in 100.82s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 3.0488698482513428s
Received healthy response to inference request in 2.4505298137664795s
Received healthy response to inference request in 2.4828991889953613s
Received healthy response to inference request in 2.603003978729248s
Received healthy response to inference request in 2.4469118118286133s
5 requests
0 failed requests
5th percentile: 2.4476354122161865
10th percentile: 2.4483590126037598
20th percentile: 2.4498062133789062
30th percentile: 2.457003688812256
40th percentile: 2.4699514389038084
50th percentile: 2.4828991889953613
60th percentile: 2.530941104888916
70th percentile: 2.578983020782471
80th percentile: 2.692177152633667
90th percentile: 2.8705235004425047
95th percentile: 2.9596966743469237
99th percentile: 3.031035213470459
mean time: 2.606442928314209
Pipeline stage StressChecker completed in 14.39s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.68s
run pipeline stage %s
Running pipeline stage TriggerMKMLProfilingPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage TriggerMKMLProfilingPipeline completed in 0.66s
Shutdown handler de-registered
rirv938-mistral-24b-dpo_10758_v1 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2921.10s
Shutdown handler de-registered
rirv938-mistral-24b-dpo_10758_v1 status is now inactive due to auto deactivation removed underperforming models
rirv938-mistral-24b-dpo_10758_v1 status is now torndown due to DeploymentManager action

ChatRequest

Bot Name

Generation Params

Prompt Formatter

ChatMessage 1

Sender

Message

User Message