chaiml-mistral-nemo-dpo-_6396

developer_uid: azuruce

submission_id: chaiml-mistral-nemo-dpo-_6396_v1

model_name: chaiml-mistral-nemo-dpo-_6396_v1

model_group: ChaiML/mistral_nemo_dpo_

status: inactive

timestamp: 2024-12-19T16:19:41+00:00

num_battles: 12112

num_wins: 6055

celo_rating: 1262.39

family_friendly_score: 0.5742

family_friendly_standard_error: 0.00699277284058334

submission_type: basic

model_repo: ChaiML/mistral_nemo_dpo_241217_albert_v1-checkpoint-6250

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 4

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6395600068003143, 'latency_mean': 1.5634848809242248, 'latency_p50': 1.5452193021774292, 'latency_p90': 1.7242048978805542}, {'batch_size': 3, 'throughput': 1.2815199883784278, 'latency_mean': 2.331968985795975, 'latency_p50': 2.338338613510132, 'latency_p90': 2.5786184310913085}, {'batch_size': 5, 'throughput': 1.607146838727787, 'latency_mean': 3.093174344301224, 'latency_p50': 3.1172802448272705, 'latency_p90': 3.438675546646118}, {'batch_size': 6, 'throughput': 1.7202655351163987, 'latency_mean': 3.4695306754112245, 'latency_p50': 3.468890905380249, 'latency_p90': 3.921634292602539}, {'batch_size': 8, 'throughput': 1.882167353466604, 'latency_mean': 4.220232499837875, 'latency_p50': 4.253808617591858, 'latency_p90': 4.732996106147766}, {'batch_size': 10, 'throughput': 1.9707906438444445, 'latency_mean': 5.0278309071064, 'latency_p50': 5.040907979011536, 'latency_p90': 5.65436372756958}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: chaiml-mistral-nemo-dpo-_6396_v1

is_internal_developer: True

language_model: ChaiML/mistral_nemo_dpo_241217_albert_v1-checkpoint-6250

model_size: 13B

ranking_group: single

throughput_3p7s: 1.79

us_pacific_date: 2024-12-19

win_ratio: 0.49991743725231175

generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 100, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n', '</s>', '####', 'Bot:', 'User:', 'You:', '<|im_end|>', '<|eot_id|>'], 'max_input_tokens': 1024, 'best_of': 4, 'max_output_tokens': 64}

formatter: {'memory_template': '', 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{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 chaiml-mistral-nemo-dpo-6396-v1-mkmlizer
Waiting for job on chaiml-mistral-nemo-dpo-6396-v1-mkmlizer to finish
chaiml-mistral-nemo-dpo-6396-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mistral-nemo-dpo-6396-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-mistral-nemo-dpo-6396-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-mistral-nemo-dpo-6396-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-mistral-nemo-dpo-6396-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-mistral-nemo-dpo-6396-v1-mkmlizer: ║       /___/                                                         ║
chaiml-mistral-nemo-dpo-6396-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-6396-v1-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-mistral-nemo-dpo-6396-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-mistral-nemo-dpo-6396-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mistral-nemo-dpo-6396-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-6396-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mistral-nemo-dpo-6396-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mistral-nemo-dpo-6396-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-6396-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mistral-nemo-dpo-6396-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mistral-nemo-dpo-6396-v1-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-mistral-nemo-dpo-6396-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-6396-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mistral-nemo-dpo-6396-v1-mkmlizer: Downloaded to shared memory in 50.645s
chaiml-mistral-nemo-dpo-6396-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpk1z_8qbw, device:0
chaiml-mistral-nemo-dpo-6396-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mistral-nemo-dpo-6396-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mistral-nemo-dpo-6396-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mistral-nemo-dpo-6396-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-6396-v1
chaiml-mistral-nemo-dpo-6396-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-6396-v1/config.json
chaiml-mistral-nemo-dpo-6396-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-6396-v1/special_tokens_map.json
chaiml-mistral-nemo-dpo-6396-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-6396-v1/tokenizer_config.json
chaiml-mistral-nemo-dpo-6396-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-6396-v1/tokenizer.json
chaiml-mistral-nemo-dpo-6396-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-6396-v1/flywheel_model.0.safetensors
chaiml-mistral-nemo-dpo-6396-v1-mkmlizer: 
Loading 0:   0%|          | 0/363 [00:00<?, ?it/s]
Loading 0:   1%|▏         | 5/363 [00:00<00:12, 29.13it/s]
Loading 0:   4%|▎         | 13/363 [00:00<00:07, 48.61it/s]
Loading 0:   5%|▌         | 19/363 [00:00<00:07, 43.62it/s]
Loading 0:   7%|▋         | 24/363 [00:00<00:07, 42.45it/s]
Loading 0:   8%|▊         | 30/363 [00:00<00:07, 47.48it/s]
Loading 0:  10%|▉         | 35/363 [00:00<00:07, 46.67it/s]
Loading 0:  11%|█         | 40/363 [00:00<00:07, 44.38it/s]
Loading 0:  12%|█▏        | 45/363 [00:01<00:06, 45.55it/s]
Loading 0:  14%|█▍        | 50/363 [00:01<00:08, 37.15it/s]
Loading 0:  15%|█▌        | 56/363 [00:01<00:07, 42.46it/s]
Loading 0:  17%|█▋        | 61/363 [00:01<00:09, 31.36it/s]
Loading 0:  18%|█▊        | 65/363 [00:01<00:09, 31.57it/s]
Loading 0:  20%|█▉        | 72/363 [00:01<00:07, 38.55it/s]
Loading 0:  21%|██▏       | 78/363 [00:01<00:07, 39.26it/s]
Loading 0:  23%|██▎       | 83/363 [00:02<00:06, 40.13it/s]
Loading 0:  25%|██▍       | 90/363 [00:02<00:06, 45.48it/s]
Loading 0:  26%|██▋       | 96/363 [00:02<00:06, 42.94it/s]
Loading 0:  28%|██▊       | 101/363 [00:02<00:06, 42.19it/s]
Loading 0:  30%|██▉       | 108/363 [00:02<00:05, 48.31it/s]
Loading 0:  31%|███▏      | 114/363 [00:02<00:05, 43.61it/s]
Loading 0:  33%|███▎      | 119/363 [00:02<00:05, 42.13it/s]
Loading 0:  34%|███▍      | 125/363 [00:02<00:05, 45.64it/s]
Loading 0:  36%|███▌      | 130/363 [00:03<00:05, 45.48it/s]
Loading 0:  37%|███▋      | 135/363 [00:03<00:04, 46.32it/s]
Loading 0:  39%|███▉      | 141/363 [00:03<00:05, 44.21it/s]
Loading 0:  40%|████      | 146/363 [00:03<00:06, 31.68it/s]
Loading 0:  41%|████▏     | 150/363 [00:03<00:06, 31.56it/s]
Loading 0:  43%|████▎     | 157/363 [00:03<00:05, 38.19it/s]
Loading 0:  45%|████▍     | 162/363 [00:03<00:04, 40.64it/s]
Loading 0:  46%|████▌     | 167/363 [00:04<00:05, 36.17it/s]
Loading 0:  48%|████▊     | 175/363 [00:04<00:04, 44.29it/s]
Loading 0:  50%|████▉     | 180/363 [00:04<00:04, 45.63it/s]
Loading 0:  51%|█████     | 185/363 [00:04<00:04, 37.80it/s]
Loading 0:  53%|█████▎    | 192/363 [00:04<00:03, 45.05it/s]
Loading 0:  55%|█████▍    | 198/363 [00:04<00:03, 46.90it/s]
Loading 0:  56%|█████▌    | 204/363 [00:04<00:03, 41.85it/s]
Loading 0:  58%|█████▊    | 210/363 [00:05<00:03, 44.92it/s]
Loading 0:  59%|█████▉    | 215/363 [00:05<00:03, 44.19it/s]
Loading 0:  61%|██████    | 220/363 [00:05<00:03, 43.63it/s]
Loading 0:  62%|██████▏   | 225/363 [00:05<00:04, 28.30it/s]
Loading 0:  63%|██████▎   | 230/363 [00:05<00:04, 30.54it/s]
Loading 0:  65%|██████▌   | 237/363 [00:05<00:03, 37.43it/s]
Loading 0:  67%|██████▋   | 242/363 [00:05<00:03, 39.35it/s]
Loading 0:  68%|██████▊   | 247/363 [00:06<00:02, 41.14it/s]
Loading 0:  70%|██████▉   | 253/363 [00:06<00:02, 40.46it/s]
Loading 0:  71%|███████   | 258/363 [00:06<00:02, 39.54it/s]
Loading 0:  73%|███████▎  | 265/363 [00:06<00:02, 45.00it/s]
Loading 0:  75%|███████▍  | 271/363 [00:06<00:02, 43.49it/s]
Loading 0:  76%|███████▌  | 276/363 [00:06<00:02, 42.33it/s]
Loading 0:  78%|███████▊  | 282/363 [00:06<00:01, 45.63it/s]
Loading 0:  79%|███████▉  | 287/363 [00:06<00:01, 45.30it/s]
Loading 0:  80%|████████  | 292/363 [00:07<00:01, 45.55it/s]
Loading 0:  82%|████████▏ | 298/363 [00:07<00:01, 42.50it/s]
Loading 0:  84%|████████▎ | 304/363 [00:14<00:21,  2.68it/s]
Loading 0:  85%|████████▍ | 308/363 [00:14<00:16,  3.41it/s]
Loading 0:  86%|████████▌ | 312/363 [00:14<00:11,  4.39it/s]
Loading 0:  88%|████████▊ | 320/363 [00:14<00:05,  7.18it/s]
Loading 0:  90%|████████▉ | 326/363 [00:14<00:03,  9.55it/s]
Loading 0:  91%|█████████ | 331/363 [00:14<00:02, 11.91it/s]
Loading 0:  93%|█████████▎| 337/363 [00:14<00:01, 15.91it/s]
Loading 0:  94%|█████████▍| 342/363 [00:14<00:01, 19.14it/s]
Loading 0:  96%|█████████▌| 347/363 [00:15<00:00, 22.86it/s]
Loading 0:  97%|█████████▋| 352/363 [00:15<00:00, 26.93it/s]
Loading 0:  98%|█████████▊| 357/363 [00:15<00:00, 26.09it/s]
                                                            
Job chaiml-mistral-nemo-dpo-6396-v1-mkmlizer completed after 114.84s with status: succeeded
Stopping job with name chaiml-mistral-nemo-dpo-6396-v1-mkmlizer
Pipeline stage MKMLizer completed in 115.33s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.14s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mistral-nemo-dpo-6396-v1
Waiting for inference service chaiml-mistral-nemo-dpo-6396-v1 to be ready
Inference service chaiml-mistral-nemo-dpo-6396-v1 ready after 260.9970760345459s
Pipeline stage MKMLDeployer completed in 261.52s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.3511674404144287s
Received healthy response to inference request in 1.4146311283111572s
Received healthy response to inference request in 1.713075876235962s
Received healthy response to inference request in 0.8587076663970947s
Received healthy response to inference request in 0.9763534069061279s
5 requests
0 failed requests
5th percentile: 0.8822368144989013
10th percentile: 0.905765962600708
20th percentile: 0.9528242588043213
30th percentile: 1.051316213607788
40th percentile: 1.2012418270111085
50th percentile: 1.3511674404144287
60th percentile: 1.3765529155731202
70th percentile: 1.4019383907318115
80th percentile: 1.4743200778961183
90th percentile: 1.59369797706604
95th percentile: 1.6533869266510008
99th percentile: 1.7011380863189698
mean time: 1.262787103652954
Pipeline stage StressChecker completed in 7.63s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
Failed to get response for submission chaiml-mistral-nemo-dpo-_4706_v1: ('http://chaiml-mistral-nemo-dpo-4706-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:48728->127.0.0.1:8080: read: connection reset by peer\n')
triggered trigger_guanaco_pipeline args=%s
Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 2.01s
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 2.10s
Shutdown handler de-registered
chaiml-mistral-nemo-dpo-_6396_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 2917.76s
Shutdown handler de-registered
chaiml-mistral-nemo-dpo-_6396_v1 status is now inactive due to auto deactivation removed underperforming models