chaiml-mistral-nemo-simp_9270

developer_uid: azuruce

submission_id: chaiml-mistral-nemo-simp_9270_v1

model_name: chaiml-mistral-nemo-simp_9270_v1

model_group: ChaiML/mistral_nemo_simp

status: inactive

timestamp: 2024-12-12T12:32:12+00:00

num_battles: 15093

num_wins: 7286

celo_rating: 1250.82

family_friendly_score: 0.5780000000000001

family_friendly_standard_error: 0.006984497118619207

submission_type: basic

model_repo: ChaiML/mistral_nemo_simpo_baseline_albert_241212_6e_v2

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 4

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6424729158588246, 'latency_mean': 1.5563973021507262, 'latency_p50': 1.5453758239746094, 'latency_p90': 1.716628098487854}, {'batch_size': 3, 'throughput': 1.2674311925926294, 'latency_mean': 2.3554085803031923, 'latency_p50': 2.3640390634536743, 'latency_p90': 2.6107372522354124}, {'batch_size': 5, 'throughput': 1.6009410377638549, 'latency_mean': 3.1039890575408937, 'latency_p50': 3.1025725603103638, 'latency_p90': 3.437334156036377}, {'batch_size': 6, 'throughput': 1.7073735183306307, 'latency_mean': 3.4897321248054505, 'latency_p50': 3.500049591064453, 'latency_p90': 3.927988672256469}, {'batch_size': 8, 'throughput': 1.8741114394311804, 'latency_mean': 4.23983051776886, 'latency_p50': 4.270512700080872, 'latency_p90': 4.830968022346497}, {'batch_size': 10, 'throughput': 1.954192841888788, 'latency_mean': 5.0745400154590605, 'latency_p50': 5.030603528022766, 'latency_p90': 5.792426681518554}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: chaiml-mistral-nemo-simp_9270_v1

is_internal_developer: True

language_model: ChaiML/mistral_nemo_simpo_baseline_albert_241212_6e_v2

model_size: 13B

ranking_group: single

throughput_3p7s: 1.77

us_pacific_date: 2024-12-12

win_ratio: 0.4827403432054595

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-9270-v1-mkmlizer
Waiting for job on chaiml-mistral-nemo-simp-9270-v1-mkmlizer to finish
chaiml-mistral-nemo-simp-9270-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mistral-nemo-simp-9270-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-mistral-nemo-simp-9270-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-mistral-nemo-simp-9270-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-mistral-nemo-simp-9270-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-mistral-nemo-simp-9270-v1-mkmlizer: ║       /___/                                                         ║
chaiml-mistral-nemo-simp-9270-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-simp-9270-v1-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-mistral-nemo-simp-9270-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-mistral-nemo-simp-9270-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mistral-nemo-simp-9270-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-simp-9270-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mistral-nemo-simp-9270-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mistral-nemo-simp-9270-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-simp-9270-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mistral-nemo-simp-9270-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mistral-nemo-simp-9270-v1-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-mistral-nemo-simp-9270-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-simp-9270-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mistral-nemo-simp-9270-v1-mkmlizer: Downloaded to shared memory in 49.203s
chaiml-mistral-nemo-simp-9270-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp3qtm3rhd, device:0
chaiml-mistral-nemo-simp-9270-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mistral-nemo-simp-9270-v1-mkmlizer: quantized model in 37.042s
chaiml-mistral-nemo-simp-9270-v1-mkmlizer: Processed model ChaiML/mistral_nemo_simpo_baseline_albert_241212_6e_v2 in 86.245s
chaiml-mistral-nemo-simp-9270-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mistral-nemo-simp-9270-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mistral-nemo-simp-9270-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mistral-nemo-simp-9270-v1
chaiml-mistral-nemo-simp-9270-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-simp-9270-v1/config.json
chaiml-mistral-nemo-simp-9270-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mistral-nemo-simp-9270-v1/special_tokens_map.json
chaiml-mistral-nemo-simp-9270-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-simp-9270-v1/tokenizer_config.json
chaiml-mistral-nemo-simp-9270-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mistral-nemo-simp-9270-v1/tokenizer.json
chaiml-mistral-nemo-simp-9270-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mistral-nemo-simp-9270-v1/flywheel_model.0.safetensors
chaiml-mistral-nemo-simp-9270-v1-mkmlizer: 
Loading 0:   0%|          | 0/363 [00:00<?, ?it/s]
Loading 0:   1%|▏         | 5/363 [00:00<00:13, 26.53it/s]
Loading 0:   4%|▎         | 13/363 [00:00<00:07, 45.55it/s]
Loading 0:   5%|▍         | 18/363 [00:00<00:07, 46.97it/s]
Loading 0:   6%|▋         | 23/363 [00:00<00:09, 36.88it/s]
Loading 0:   9%|▊         | 31/363 [00:00<00:07, 46.43it/s]
Loading 0:  10%|█         | 37/363 [00:00<00:07, 44.33it/s]
Loading 0:  12%|█▏        | 42/363 [00:00<00:07, 41.97it/s]
Loading 0:  13%|█▎        | 49/363 [00:01<00:06, 47.03it/s]
Loading 0:  15%|█▌        | 55/363 [00:01<00:06, 44.81it/s]
Loading 0:  17%|█▋        | 61/363 [00:01<00:09, 31.27it/s]
Loading 0:  18%|█▊        | 65/363 [00:01<00:09, 30.82it/s]
Loading 0:  20%|█▉        | 72/363 [00:01<00:07, 36.90it/s]
Loading 0:  21%|██        | 77/363 [00:01<00:07, 39.63it/s]
Loading 0:  23%|██▎       | 82/363 [00:02<00:07, 35.78it/s]
Loading 0:  25%|██▍       | 90/363 [00:02<00:06, 43.74it/s]
Loading 0:  26%|██▋       | 96/363 [00:02<00:06, 42.82it/s]
Loading 0:  28%|██▊       | 101/363 [00:02<00:06, 41.44it/s]
Loading 0:  30%|██▉       | 108/363 [00:02<00:05, 47.72it/s]
Loading 0:  31%|███▏      | 114/363 [00:02<00:05, 42.22it/s]
Loading 0:  33%|███▎      | 119/363 [00:02<00:05, 40.78it/s]
Loading 0:  35%|███▍      | 126/363 [00:03<00:05, 45.85it/s]
Loading 0:  36%|███▋      | 132/363 [00:03<00:05, 44.42it/s]
Loading 0:  38%|███▊      | 137/363 [00:03<00:05, 43.56it/s]
Loading 0:  39%|███▉      | 142/363 [00:03<00:06, 32.29it/s]
Loading 0:  40%|████      | 146/363 [00:03<00:06, 32.87it/s]
Loading 0:  41%|████▏     | 150/363 [00:03<00:06, 31.64it/s]
Loading 0:  43%|████▎     | 157/363 [00:03<00:05, 38.80it/s]
Loading 0:  45%|████▍     | 163/363 [00:04<00:05, 39.66it/s]
Loading 0:  46%|████▋     | 168/363 [00:04<00:04, 40.66it/s]
Loading 0:  48%|████▊     | 175/363 [00:04<00:04, 46.38it/s]
Loading 0:  50%|████▉     | 181/363 [00:04<00:03, 45.70it/s]
Loading 0:  51%|█████     | 186/363 [00:04<00:04, 43.91it/s]
Loading 0:  53%|█████▎    | 193/363 [00:04<00:03, 48.74it/s]
Loading 0:  55%|█████▍    | 199/363 [00:04<00:03, 46.17it/s]
Loading 0:  56%|█████▌    | 204/363 [00:04<00:03, 43.90it/s]
Loading 0:  58%|█████▊    | 211/363 [00:05<00:03, 48.81it/s]
Loading 0:  60%|█████▉    | 217/363 [00:05<00:03, 46.22it/s]
Loading 0:  61%|██████    | 222/363 [00:05<00:03, 46.12it/s]
Loading 0:  63%|██████▎   | 227/363 [00:05<00:04, 30.98it/s]
Loading 0:  64%|██████▎   | 231/363 [00:05<00:04, 30.31it/s]
Loading 0:  66%|██████▌   | 238/363 [00:05<00:03, 37.32it/s]
Loading 0:  67%|██████▋   | 244/363 [00:06<00:03, 38.30it/s]
Loading 0:  69%|██████▊   | 249/363 [00:06<00:02, 38.79it/s]
Loading 0:  70%|███████   | 255/363 [00:06<00:02, 43.47it/s]
Loading 0:  72%|███████▏  | 260/363 [00:06<00:02, 43.15it/s]
Loading 0:  73%|███████▎  | 265/363 [00:06<00:02, 44.04it/s]
Loading 0:  75%|███████▍  | 271/363 [00:06<00:02, 42.38it/s]
Loading 0:  76%|███████▌  | 276/363 [00:06<00:02, 40.34it/s]
Loading 0:  78%|███████▊  | 282/363 [00:06<00:01, 44.16it/s]
Loading 0:  79%|███████▉  | 287/363 [00:07<00:01, 43.56it/s]
Loading 0:  80%|████████  | 292/363 [00:07<00:01, 44.64it/s]
Loading 0:  82%|████████▏ | 298/363 [00:07<00:01, 43.74it/s]
Loading 0:  83%|████████▎ | 303/363 [00:07<00:01, 44.83it/s]
Loading 0:  85%|████████▍ | 308/363 [00:14<00:23,  2.38it/s]
Loading 0:  86%|████████▌ | 312/363 [00:14<00:16,  3.09it/s]
Loading 0:  88%|████████▊ | 320/363 [00:14<00:08,  5.11it/s]
Loading 0:  90%|████████▉ | 326/363 [00:14<00:05,  7.03it/s]
Loading 0:  91%|█████████ | 331/363 [00:14<00:03,  9.02it/s]
Loading 0:  93%|█████████▎| 338/363 [00:15<00:01, 12.91it/s]
Loading 0:  95%|█████████▍| 344/363 [00:15<00:01, 16.17it/s]
Loading 0:  96%|█████████▌| 349/363 [00:15<00:00, 19.35it/s]
Loading 0:  98%|█████████▊| 356/363 [00:15<00:00, 25.46it/s]
Loading 0: 100%|█████████▉| 362/363 [00:15<00:00, 29.11it/s]
                                                            
Job chaiml-mistral-nemo-simp-9270-v1-mkmlizer completed after 125.31s with status: succeeded
Stopping job with name chaiml-mistral-nemo-simp-9270-v1-mkmlizer
Pipeline stage MKMLizer completed in 125.78s
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-9270-v1
Waiting for inference service chaiml-mistral-nemo-simp-9270-v1 to be ready
Failed to get response for submission blend_fufer_2024-11-13: ('http://chaiml-llama-8b-multihea-7810-v3-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:53360->127.0.0.1:8080: read: connection reset by peer\n')
Inference service chaiml-mistral-nemo-simp-9270-v1 ready after 180.67398262023926s
Pipeline stage MKMLDeployer completed in 181.22s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.4556267261505127s
Received healthy response to inference request in 1.6414005756378174s
Received healthy response to inference request in 1.5559511184692383s
Received healthy response to inference request in 1.3869373798370361s
Received healthy response to inference request in 1.793703556060791s
5 requests
0 failed requests
5th percentile: 1.4006752490997314
10th percentile: 1.4144131183624267
20th percentile: 1.4418888568878174
30th percentile: 1.4756916046142579
40th percentile: 1.515821361541748
50th percentile: 1.5559511184692383
60th percentile: 1.59013090133667
70th percentile: 1.6243106842041015
80th percentile: 1.671861171722412
90th percentile: 1.7327823638916016
95th percentile: 1.7632429599761963
99th percentile: 1.787611436843872
mean time: 1.5667238712310791
Pipeline stage StressChecker completed in 9.13s
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 2.20s
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 2.03s
Shutdown handler de-registered
chaiml-mistral-nemo-simp_9270_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 2560.28s
Shutdown handler de-registered
chaiml-mistral-nemo-simp_9270_v1 status is now inactive due to auto deactivation removed underperforming models