chaiml-mistral-nemo-dpo-_2226

developer_uid: azuruce

submission_id: chaiml-mistral-nemo-dpo-_2226_v1

model_name: chaiml-mistral-nemo-dpo-_2226_v1

model_group: ChaiML/mistral_nemo_dpo_

status: inactive

timestamp: 2024-12-18T09:15:44+00:00

num_battles: 11815

num_wins: 5636

celo_rating: 1247.74

family_friendly_score: 0.5768

family_friendly_standard_error: 0.006987156216945489

submission_type: basic

model_repo: ChaiML/mistral_nemo_dpo_241217_albert_v1-checkpoint-2808

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 4

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6352920545988189, 'latency_mean': 1.5739878606796265, 'latency_p50': 1.5793100595474243, 'latency_p90': 1.7365724086761474}, {'batch_size': 3, 'throughput': 1.2650524162219474, 'latency_mean': 2.360624511241913, 'latency_p50': 2.3657220602035522, 'latency_p90': 2.5676154613494875}, {'batch_size': 5, 'throughput': 1.592023606093433, 'latency_mean': 3.1257010984420774, 'latency_p50': 3.12882137298584, 'latency_p90': 3.5171005010604857}, {'batch_size': 6, 'throughput': 1.723067041866831, 'latency_mean': 3.4722287118434907, 'latency_p50': 3.4627928733825684, 'latency_p90': 3.905758786201477}, {'batch_size': 8, 'throughput': 1.8931453293722522, 'latency_mean': 4.200261944532395, 'latency_p50': 4.195175766944885, 'latency_p90': 4.7061954736709595}, {'batch_size': 10, 'throughput': 1.9419846539650953, 'latency_mean': 5.107121076583862, 'latency_p50': 5.125581979751587, 'latency_p90': 5.677555322647095}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: chaiml-mistral-nemo-dpo-_2226_v1

is_internal_developer: True

language_model: ChaiML/mistral_nemo_dpo_241217_albert_v1-checkpoint-2808

model_size: 13B

ranking_group: single

throughput_3p7s: 1.79

us_pacific_date: 2024-12-18

win_ratio: 0.4770207363520948

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-2226-v1-mkmlizer
Waiting for job on chaiml-mistral-nemo-dpo-2226-v1-mkmlizer to finish
chaiml-mistral-nemo-dpo-2226-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mistral-nemo-dpo-2226-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-mistral-nemo-dpo-2226-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-mistral-nemo-dpo-2226-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-mistral-nemo-dpo-2226-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-mistral-nemo-dpo-2226-v1-mkmlizer: ║       /___/                                                         ║
chaiml-mistral-nemo-dpo-2226-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-2226-v1-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-mistral-nemo-dpo-2226-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-mistral-nemo-dpo-2226-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mistral-nemo-dpo-2226-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-2226-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mistral-nemo-dpo-2226-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mistral-nemo-dpo-2226-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-2226-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mistral-nemo-dpo-2226-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mistral-nemo-dpo-2226-v1-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-mistral-nemo-dpo-2226-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-2226-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
chaiml-mistral-nemo-dpo-2226-v1-mkmlizer: Downloaded to shared memory in 46.259s
chaiml-mistral-nemo-dpo-2226-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp4c3za_93, device:0
chaiml-mistral-nemo-dpo-2226-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mistral-nemo-dpo-2226-v1-mkmlizer: quantized model in 36.391s
chaiml-mistral-nemo-dpo-2226-v1-mkmlizer: Processed model ChaiML/mistral_nemo_dpo_241217_albert_v1-checkpoint-2808 in 82.651s
chaiml-mistral-nemo-dpo-2226-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mistral-nemo-dpo-2226-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mistral-nemo-dpo-2226-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-2226-v1
chaiml-mistral-nemo-dpo-2226-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-2226-v1/config.json
chaiml-mistral-nemo-dpo-2226-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-2226-v1/special_tokens_map.json
chaiml-mistral-nemo-dpo-2226-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-2226-v1/tokenizer_config.json
chaiml-mistral-nemo-dpo-2226-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-2226-v1/tokenizer.json
chaiml-mistral-nemo-dpo-2226-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-2226-v1/flywheel_model.0.safetensors
chaiml-mistral-nemo-dpo-2226-v1-mkmlizer: 
Loading 0:   0%|          | 0/363 [00:00<?, ?it/s]
Loading 0:   1%|▏         | 5/363 [00:00<00:12, 28.10it/s]
Loading 0:   4%|▎         | 13/363 [00:00<00:07, 48.48it/s]
Loading 0:   5%|▌         | 19/363 [00:00<00:07, 44.45it/s]
Loading 0:   7%|▋         | 24/363 [00:00<00:07, 42.94it/s]
Loading 0:   9%|▊         | 31/363 [00:00<00:06, 47.99it/s]
Loading 0:  10%|█         | 37/363 [00:00<00:07, 44.86it/s]
Loading 0:  12%|█▏        | 42/363 [00:00<00:07, 44.02it/s]
Loading 0:  13%|█▎        | 49/363 [00:01<00:06, 49.41it/s]
Loading 0:  15%|█▌        | 55/363 [00:01<00:06, 46.04it/s]
Loading 0:  17%|█▋        | 61/363 [00:01<00:08, 34.15it/s]
Loading 0:  18%|█▊        | 65/363 [00:01<00:09, 32.80it/s]
Loading 0:  20%|█▉        | 71/363 [00:01<00:07, 37.94it/s]
Loading 0:  21%|██        | 76/363 [00:01<00:07, 38.83it/s]
Loading 0:  22%|██▏       | 81/363 [00:01<00:07, 40.01it/s]
Loading 0:  24%|██▎       | 86/363 [00:02<00:06, 42.17it/s]
Loading 0:  25%|██▌       | 91/363 [00:02<00:07, 35.45it/s]
Loading 0:  27%|██▋       | 98/363 [00:02<00:06, 42.87it/s]
Loading 0:  28%|██▊       | 103/363 [00:02<00:06, 42.48it/s]
Loading 0:  30%|██▉       | 108/363 [00:02<00:05, 44.18it/s]
Loading 0:  31%|███       | 113/363 [00:02<00:06, 38.46it/s]
Loading 0:  33%|███▎      | 118/363 [00:02<00:06, 38.46it/s]
Loading 0:  35%|███▍      | 126/363 [00:03<00:05, 46.45it/s]
Loading 0:  36%|███▋      | 132/363 [00:03<00:05, 44.38it/s]
Loading 0:  38%|███▊      | 137/363 [00:03<00:05, 43.30it/s]
Loading 0:  39%|███▉      | 142/363 [00:03<00:06, 33.06it/s]
Loading 0:  40%|████      | 146/363 [00:03<00:06, 33.96it/s]
Loading 0:  41%|████▏     | 150/363 [00:03<00:06, 33.41it/s]
Loading 0:  43%|████▎     | 157/363 [00:03<00:05, 40.35it/s]
Loading 0:  45%|████▍     | 163/363 [00:04<00:05, 39.93it/s]
Loading 0:  46%|████▋     | 168/363 [00:04<00:04, 40.57it/s]
Loading 0:  48%|████▊     | 175/363 [00:04<00:04, 46.18it/s]
Loading 0:  50%|████▉     | 181/363 [00:04<00:04, 44.46it/s]
Loading 0:  51%|█████     | 186/363 [00:04<00:04, 43.32it/s]
Loading 0:  53%|█████▎    | 193/363 [00:04<00:03, 48.69it/s]
Loading 0:  55%|█████▍    | 199/363 [00:04<00:03, 46.69it/s]
Loading 0:  56%|█████▌    | 204/363 [00:04<00:03, 43.05it/s]
Loading 0:  58%|█████▊    | 211/363 [00:05<00:03, 48.34it/s]
Loading 0:  60%|█████▉    | 217/363 [00:05<00:03, 46.69it/s]
Loading 0:  61%|██████▏   | 223/363 [00:05<00:03, 35.60it/s]
Loading 0:  63%|██████▎   | 228/363 [00:05<00:03, 35.77it/s]
Loading 0:  64%|██████▍   | 232/363 [00:05<00:03, 36.44it/s]
Loading 0:  66%|██████▌   | 238/363 [00:05<00:03, 40.44it/s]
Loading 0:  67%|██████▋   | 244/363 [00:05<00:02, 41.07it/s]
Loading 0:  69%|██████▊   | 249/363 [00:06<00:02, 40.74it/s]
Loading 0:  71%|███████   | 256/363 [00:06<00:02, 45.57it/s]
Loading 0:  72%|███████▏  | 261/363 [00:06<00:02, 46.54it/s]
Loading 0:  73%|███████▎  | 266/363 [00:06<00:02, 38.92it/s]
Loading 0:  75%|███████▌  | 274/363 [00:06<00:01, 46.63it/s]
Loading 0:  77%|███████▋  | 279/363 [00:06<00:01, 47.30it/s]
Loading 0:  78%|███████▊  | 284/363 [00:06<00:02, 39.30it/s]
Loading 0:  80%|████████  | 291/363 [00:06<00:01, 45.75it/s]
Loading 0:  82%|████████▏ | 296/363 [00:07<00:01, 44.86it/s]
Loading 0:  83%|████████▎ | 302/363 [00:07<00:01, 47.98it/s]
Loading 0:  85%|████████▍ | 308/363 [00:14<00:20,  2.68it/s]
Loading 0:  86%|████████▌ | 312/363 [00:14<00:15,  3.38it/s]
Loading 0:  88%|████████▊ | 320/363 [00:14<00:07,  5.41it/s]
Loading 0:  90%|████████▉ | 326/363 [00:14<00:05,  7.32it/s]
Loading 0:  91%|█████████ | 331/363 [00:14<00:03,  9.36it/s]
Loading 0:  93%|█████████▎| 338/363 [00:14<00:01, 13.21it/s]
Loading 0:  95%|█████████▍| 344/363 [00:14<00:01, 16.39it/s]
Loading 0:  96%|█████████▌| 349/363 [00:15<00:00, 19.28it/s]
Loading 0:  98%|█████████▊| 356/363 [00:15<00:00, 25.04it/s]
Loading 0:  99%|█████████▉| 361/363 [00:15<00:00, 28.70it/s]
                                                            
Job chaiml-mistral-nemo-dpo-2226-v1-mkmlizer completed after 104.49s with status: succeeded
Stopping job with name chaiml-mistral-nemo-dpo-2226-v1-mkmlizer
Pipeline stage MKMLizer completed in 105.00s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.18s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mistral-nemo-dpo-2226-v1
Waiting for inference service chaiml-mistral-nemo-dpo-2226-v1 to be ready
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
Inference service chaiml-mistral-nemo-dpo-2226-v1 ready after 270.87896966934204s
Pipeline stage MKMLDeployer completed in 271.42s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.2812535762786865s
Received healthy response to inference request in 1.340475082397461s
Received healthy response to inference request in 1.2379491329193115s
Received healthy response to inference request in 0.9214494228363037s
Received healthy response to inference request in 0.6977701187133789s
5 requests
0 failed requests
5th percentile: 0.7425059795379638
10th percentile: 0.7872418403625489
20th percentile: 0.8767135620117188
30th percentile: 0.9847493648529053
40th percentile: 1.1113492488861083
50th percentile: 1.2379491329193115
60th percentile: 1.2552709102630615
70th percentile: 1.2725926876068114
80th percentile: 1.2930978775024413
90th percentile: 1.3167864799499511
95th percentile: 1.3286307811737061
99th percentile: 1.33810622215271
mean time: 1.0957794666290284
Pipeline stage StressChecker completed in 6.93s
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 2.17s
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 2.07s
Shutdown handler de-registered
chaiml-mistral-nemo-dpo-_2226_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 2900.10s
Shutdown handler de-registered
chaiml-mistral-nemo-dpo-_2226_v1 status is now inactive due to auto deactivation removed underperforming models