chaiml-mistral-nemo-simp_4584

developer_uid: azuruce

submission_id: chaiml-mistral-nemo-simp_4584_v2

model_name: chaiml-mistral-nemo-simp_4584_v2

model_group: ChaiML/mistral_nemo_simp

status: inactive

timestamp: 2024-12-16T03:15:07+00:00

num_battles: 13455

num_wins: 6056

celo_rating: 1216.5

family_friendly_score: 0.5711999999999999

family_friendly_standard_error: 0.006999007929699752

submission_type: basic

model_repo: ChaiML/mistral_nemo_simpo_baseline_albert_20241213_v1-checkpoint-1560-fix1

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 4

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6401809969736599, 'latency_mean': 1.5620018911361695, 'latency_p50': 1.5625189542770386, 'latency_p90': 1.7272643089294433}, {'batch_size': 3, 'throughput': 1.2837644331271192, 'latency_mean': 2.3344769620895387, 'latency_p50': 2.318975567817688, 'latency_p90': 2.549797224998474}, {'batch_size': 5, 'throughput': 1.600512117598175, 'latency_mean': 3.1075025165081023, 'latency_p50': 3.1100178956985474, 'latency_p90': 3.4394378900527953}, {'batch_size': 6, 'throughput': 1.7187293373145873, 'latency_mean': 3.474704775810242, 'latency_p50': 3.464833378791809, 'latency_p90': 3.930727982521057}, {'batch_size': 8, 'throughput': 1.8813108900599462, 'latency_mean': 4.228922153711319, 'latency_p50': 4.212892770767212, 'latency_p90': 4.761599135398865}, {'batch_size': 10, 'throughput': 1.9752395158704479, 'latency_mean': 5.020194610357285, 'latency_p50': 5.034865736961365, 'latency_p90': 5.617333984375}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: chaiml-mistral-nemo-simp_4584_v2

is_internal_developer: True

language_model: ChaiML/mistral_nemo_simpo_baseline_albert_20241213_v1-checkpoint-1560-fix1

model_size: 13B

ranking_group: single

throughput_3p7s: 1.78

us_pacific_date: 2024-12-15

win_ratio: 0.4500929022668153

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-simp-4584-v2-mkmlizer
Waiting for job on chaiml-mistral-nemo-simp-4584-v2-mkmlizer to finish
chaiml-mistral-nemo-simp-4584-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mistral-nemo-simp-4584-v2-mkmlizer: ║     _____            __           __                                ║
chaiml-mistral-nemo-simp-4584-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-mistral-nemo-simp-4584-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-mistral-nemo-simp-4584-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-mistral-nemo-simp-4584-v2-mkmlizer: ║       /___/                                                         ║
chaiml-mistral-nemo-simp-4584-v2-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-simp-4584-v2-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-mistral-nemo-simp-4584-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-mistral-nemo-simp-4584-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mistral-nemo-simp-4584-v2-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-simp-4584-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mistral-nemo-simp-4584-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mistral-nemo-simp-4584-v2-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-simp-4584-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mistral-nemo-simp-4584-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mistral-nemo-simp-4584-v2-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-mistral-nemo-simp-4584-v2-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-simp-4584-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mistral-nemo-simp-4584-v2-mkmlizer: Downloaded to shared memory in 37.594s
chaiml-mistral-nemo-simp-4584-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp9gxdp7e8, device:0
chaiml-mistral-nemo-simp-4584-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mistral-nemo-simp-4584-v2-mkmlizer: quantized model in 36.470s
chaiml-mistral-nemo-simp-4584-v2-mkmlizer: Processed model ChaiML/mistral_nemo_simpo_baseline_albert_20241213_v1-checkpoint-1560-fix1 in 74.064s
chaiml-mistral-nemo-simp-4584-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mistral-nemo-simp-4584-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mistral-nemo-simp-4584-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mistral-nemo-simp-4584-v2
chaiml-mistral-nemo-simp-4584-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-simp-4584-v2/config.json
chaiml-mistral-nemo-simp-4584-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mistral-nemo-simp-4584-v2/special_tokens_map.json
chaiml-mistral-nemo-simp-4584-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-simp-4584-v2/tokenizer_config.json
chaiml-mistral-nemo-simp-4584-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mistral-nemo-simp-4584-v2/tokenizer.json
chaiml-mistral-nemo-simp-4584-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mistral-nemo-simp-4584-v2/flywheel_model.0.safetensors
chaiml-mistral-nemo-simp-4584-v2-mkmlizer: 
Loading 0:   0%|          | 0/363 [00:00<?, ?it/s]
Loading 0:   1%|▏         | 5/363 [00:00<00:12, 27.54it/s]
Loading 0:   4%|▎         | 13/363 [00:00<00:07, 47.58it/s]
Loading 0:   5%|▌         | 19/363 [00:00<00:08, 42.81it/s]
Loading 0:   7%|▋         | 24/363 [00:00<00:08, 41.53it/s]
Loading 0:   9%|▊         | 31/363 [00:00<00:07, 47.01it/s]
Loading 0:  10%|▉         | 36/363 [00:00<00:06, 46.81it/s]
Loading 0:  11%|█▏        | 41/363 [00:00<00:08, 38.20it/s]
Loading 0:  13%|█▎        | 48/363 [00:01<00:06, 45.09it/s]
Loading 0:  15%|█▍        | 53/363 [00:01<00:07, 43.51it/s]
Loading 0:  16%|█▋        | 59/363 [00:01<00:06, 47.41it/s]
Loading 0:  18%|█▊        | 64/363 [00:01<00:10, 27.63it/s]
Loading 0:  20%|█▉        | 71/363 [00:01<00:08, 35.20it/s]
Loading 0:  21%|██        | 76/363 [00:01<00:07, 36.96it/s]
Loading 0:  22%|██▏       | 81/363 [00:02<00:07, 38.39it/s]
Loading 0:  24%|██▎       | 86/363 [00:02<00:06, 39.62it/s]
Loading 0:  25%|██▌       | 91/363 [00:02<00:08, 33.94it/s]
Loading 0:  27%|██▋       | 99/363 [00:02<00:06, 42.01it/s]
Loading 0:  29%|██▉       | 105/363 [00:02<00:06, 41.70it/s]
Loading 0:  30%|███       | 110/363 [00:02<00:05, 43.53it/s]
Loading 0:  32%|███▏      | 115/363 [00:02<00:05, 43.37it/s]
Loading 0:  33%|███▎      | 120/363 [00:02<00:05, 40.53it/s]
Loading 0:  34%|███▍      | 125/363 [00:03<00:05, 42.51it/s]
Loading 0:  36%|███▌      | 130/363 [00:03<00:05, 40.05it/s]
Loading 0:  37%|███▋      | 135/363 [00:03<00:05, 40.39it/s]
Loading 0:  39%|███▊      | 140/363 [00:03<00:05, 42.33it/s]
Loading 0:  40%|███▉      | 145/363 [00:03<00:08, 25.77it/s]
Loading 0:  41%|████      | 149/363 [00:03<00:08, 26.69it/s]
Loading 0:  43%|████▎     | 157/363 [00:04<00:05, 35.62it/s]
Loading 0:  45%|████▍     | 162/363 [00:04<00:05, 38.37it/s]
Loading 0:  46%|████▌     | 167/363 [00:04<00:05, 34.98it/s]
Loading 0:  48%|████▊     | 175/363 [00:04<00:04, 43.36it/s]
Loading 0:  50%|████▉     | 181/363 [00:04<00:04, 42.05it/s]
Loading 0:  51%|█████     | 186/363 [00:04<00:04, 41.33it/s]
Loading 0:  53%|█████▎    | 193/363 [00:04<00:03, 46.45it/s]
Loading 0:  55%|█████▍    | 199/363 [00:05<00:03, 43.25it/s]
Loading 0:  56%|█████▌    | 204/363 [00:05<00:03, 40.78it/s]
Loading 0:  58%|█████▊    | 211/363 [00:05<00:03, 45.42it/s]
Loading 0:  60%|█████▉    | 217/363 [00:05<00:03, 44.33it/s]
Loading 0:  61%|██████▏   | 223/363 [00:05<00:04, 34.40it/s]
Loading 0:  63%|██████▎   | 227/363 [00:05<00:03, 34.58it/s]
Loading 0:  64%|██████▎   | 231/363 [00:05<00:03, 33.15it/s]
Loading 0:  66%|██████▌   | 238/363 [00:06<00:03, 39.43it/s]
Loading 0:  67%|██████▋   | 244/363 [00:06<00:03, 37.90it/s]
Loading 0:  68%|██████▊   | 248/363 [00:06<00:03, 35.15it/s]
Loading 0:  70%|███████   | 255/363 [00:06<00:02, 41.81it/s]
Loading 0:  72%|███████▏  | 260/363 [00:06<00:02, 41.14it/s]
Loading 0:  73%|███████▎  | 265/363 [00:06<00:02, 42.36it/s]
Loading 0:  74%|███████▍  | 270/363 [00:06<00:02, 43.55it/s]
Loading 0:  76%|███████▌  | 275/363 [00:07<00:02, 34.66it/s]
Loading 0:  78%|███████▊  | 282/363 [00:07<00:01, 41.44it/s]
Loading 0:  79%|███████▉  | 287/363 [00:07<00:01, 40.53it/s]
Loading 0:  80%|████████  | 292/363 [00:07<00:01, 40.07it/s]
Loading 0:  82%|████████▏ | 297/363 [00:07<00:01, 41.38it/s]
Loading 0:  83%|████████▎ | 302/363 [00:07<00:01, 42.90it/s]
Loading 0:  85%|████████▍ | 307/363 [00:14<00:23,  2.37it/s]
Loading 0:  86%|████████▌ | 312/363 [00:14<00:15,  3.28it/s]
Loading 0:  88%|████████▊ | 320/363 [00:14<00:08,  5.32it/s]
Loading 0:  90%|████████▉ | 326/363 [00:14<00:05,  7.23it/s]
Loading 0:  91%|█████████ | 331/363 [00:15<00:03,  9.28it/s]
Loading 0:  93%|█████████▎| 338/363 [00:15<00:01, 13.22it/s]
Loading 0:  95%|█████████▍| 344/363 [00:15<00:01, 16.61it/s]
Loading 0:  96%|█████████▌| 349/363 [00:15<00:00, 19.81it/s]
Loading 0:  98%|█████████▊| 356/363 [00:15<00:00, 25.93it/s]
Loading 0: 100%|█████████▉| 362/363 [00:15<00:00, 28.72it/s]
                                                            
Job chaiml-mistral-nemo-simp-4584-v2-mkmlizer completed after 105.13s with status: succeeded
Stopping job with name chaiml-mistral-nemo-simp-4584-v2-mkmlizer
Pipeline stage MKMLizer completed in 105.70s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mistral-nemo-simp-4584-v2
Waiting for inference service chaiml-mistral-nemo-simp-4584-v2 to be ready
Inference service chaiml-mistral-nemo-simp-4584-v2 ready after 220.92374730110168s
Pipeline stage MKMLDeployer completed in 221.44s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.2889199256896973s
Received healthy response to inference request in 1.5267159938812256s
Received healthy response to inference request in 1.3672645092010498s
Received healthy response to inference request in 1.372473955154419s
Received healthy response to inference request in 1.5026445388793945s
5 requests
0 failed requests
5th percentile: 1.3683063983917236
10th percentile: 1.3693482875823975
20th percentile: 1.3714320659637451
30th percentile: 1.398508071899414
40th percentile: 1.4505763053894043
50th percentile: 1.5026445388793945
60th percentile: 1.512273120880127
70th percentile: 1.5219017028808595
80th percentile: 1.6791567802429201
90th percentile: 1.9840383529663086
95th percentile: 2.136479139328003
99th percentile: 2.2584317684173585
mean time: 1.6116037845611573
Pipeline stage StressChecker completed in 9.33s
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 2.56s
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 2.32s
Shutdown handler de-registered
chaiml-mistral-nemo-simp_4584_v2 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mistral-nemo-simp-4584-v2-profiler
Waiting for inference service chaiml-mistral-nemo-simp-4584-v2-profiler to be ready
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 2709.03s
Shutdown handler de-registered
chaiml-mistral-nemo-simp_4584_v2 status is now inactive due to auto deactivation removed underperforming models