developer_uid: azuruce
submission_id: chaiml-mistral-nemo-dpo-_8323_v1
model_name: chaiml-mistral-nemo-dpo-_8323_v1
model_group: ChaiML/mistral_nemo_dpo_
status: torndown
timestamp: 2024-12-21T21:49:44+00:00
num_battles: 14125
num_wins: 6627
celo_rating: 1238.65
family_friendly_score: 0.5844
family_friendly_standard_error: 0.006969600275482089
submission_type: basic
model_repo: ChaiML/mistral_nemo_dpo_round2_albert_20241220_v2-checkpoint-634
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 4
max_input_tokens: 1024
max_output_tokens: 64
latencies: [{'batch_size': 1, 'throughput': 0.6349383902426871, 'latency_mean': 1.5749015629291534, 'latency_p50': 1.5640627145767212, 'latency_p90': 1.738428521156311}, {'batch_size': 3, 'throughput': 1.2683929983025344, 'latency_mean': 2.356033821105957, 'latency_p50': 2.346271514892578, 'latency_p90': 2.5799330949783323}, {'batch_size': 5, 'throughput': 1.5875779462631627, 'latency_mean': 3.130338191986084, 'latency_p50': 3.155501961708069, 'latency_p90': 3.5602499723434446}, {'batch_size': 6, 'throughput': 1.6996428386920295, 'latency_mean': 3.5086120212078096, 'latency_p50': 3.5062652826309204, 'latency_p90': 3.9530504465103147}, {'batch_size': 8, 'throughput': 1.869596034942865, 'latency_mean': 4.239042893648148, 'latency_p50': 4.215593218803406, 'latency_p90': 4.74816710948944}, {'batch_size': 10, 'throughput': 1.92593151701155, 'latency_mean': 5.148720495700836, 'latency_p50': 5.140894889831543, 'latency_p90': 5.8001298904418945}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: chaiml-mistral-nemo-dpo-_8323_v1
is_internal_developer: True
language_model: ChaiML/mistral_nemo_dpo_round2_albert_20241220_v2-checkpoint-634
model_size: 13B
ranking_group: single
throughput_3p7s: 1.76
us_pacific_date: 2024-12-21
win_ratio: 0.46916814159292036
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-8323-v1-mkmlizer
Waiting for job on chaiml-mistral-nemo-dpo-8323-v1-mkmlizer to finish
chaiml-mistral-nemo-dpo-8323-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mistral-nemo-dpo-8323-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-mistral-nemo-dpo-8323-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-mistral-nemo-dpo-8323-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-mistral-nemo-dpo-8323-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-mistral-nemo-dpo-8323-v1-mkmlizer: ║       /___/                                                         ║
chaiml-mistral-nemo-dpo-8323-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-8323-v1-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-mistral-nemo-dpo-8323-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-mistral-nemo-dpo-8323-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mistral-nemo-dpo-8323-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-8323-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mistral-nemo-dpo-8323-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mistral-nemo-dpo-8323-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-8323-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mistral-nemo-dpo-8323-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mistral-nemo-dpo-8323-v1-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-mistral-nemo-dpo-8323-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-8323-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mistral-nemo-dpo-8323-v1-mkmlizer: quantized model in 37.133s
chaiml-mistral-nemo-dpo-8323-v1-mkmlizer: Processed model ChaiML/mistral_nemo_dpo_round2_albert_20241220_v2-checkpoint-634 in 89.899s
chaiml-mistral-nemo-dpo-8323-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mistral-nemo-dpo-8323-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mistral-nemo-dpo-8323-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-8323-v1
chaiml-mistral-nemo-dpo-8323-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-8323-v1/config.json
chaiml-mistral-nemo-dpo-8323-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-8323-v1/special_tokens_map.json
chaiml-mistral-nemo-dpo-8323-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-8323-v1/tokenizer_config.json
chaiml-mistral-nemo-dpo-8323-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-8323-v1/tokenizer.json
chaiml-mistral-nemo-dpo-8323-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-8323-v1/flywheel_model.0.safetensors
chaiml-mistral-nemo-dpo-8323-v1-mkmlizer: 
Loading 0:   0%|          | 0/363 [00:00<?, ?it/s]
Loading 0:   1%|▏         | 5/363 [00:00<00:13, 27.41it/s]
Loading 0:   4%|▎         | 13/363 [00:00<00:07, 47.62it/s]
Loading 0:   5%|▌         | 19/363 [00:00<00:07, 43.58it/s]
Loading 0:   7%|▋         | 24/363 [00:00<00:08, 40.76it/s]
Loading 0:   9%|▊         | 31/363 [00:00<00:07, 46.39it/s]
Loading 0:  10%|▉         | 36/363 [00:00<00:07, 46.70it/s]
Loading 0:  11%|█▏        | 41/363 [00:00<00:08, 39.30it/s]
Loading 0:  13%|█▎        | 49/363 [00:01<00:06, 47.57it/s]
Loading 0:  15%|█▌        | 55/363 [00:01<00:06, 45.24it/s]
Loading 0:  17%|█▋        | 61/363 [00:01<00:08, 33.62it/s]
Loading 0:  18%|█▊        | 65/363 [00:01<00:09, 32.16it/s]
Loading 0:  20%|█▉        | 72/363 [00:01<00:07, 38.43it/s]
Loading 0:  21%|██▏       | 78/363 [00:01<00:07, 39.48it/s]
Loading 0:  23%|██▎       | 83/363 [00:02<00:07, 39.11it/s]
Loading 0:  25%|██▍       | 89/363 [00:02<00:06, 43.76it/s]
Loading 0:  26%|██▌       | 94/363 [00:02<00:06, 42.92it/s]
Loading 0:  27%|██▋       | 99/363 [00:02<00:06, 42.88it/s]
Loading 0:  29%|██▊       | 104/363 [00:02<00:05, 44.58it/s]
Loading 0:  30%|███       | 110/363 [00:02<00:05, 42.94it/s]
Loading 0:  32%|███▏      | 115/363 [00:02<00:05, 43.75it/s]
Loading 0:  33%|███▎      | 120/363 [00:02<00:05, 41.09it/s]
Loading 0:  35%|███▍      | 126/363 [00:03<00:05, 44.21it/s]
Loading 0:  36%|███▋      | 132/363 [00:03<00:05, 43.10it/s]
Loading 0:  38%|███▊      | 137/363 [00:03<00:05, 42.85it/s]
Loading 0:  39%|███▉      | 142/363 [00:03<00:07, 30.22it/s]
Loading 0:  40%|████      | 146/363 [00:03<00:07, 29.98it/s]
Loading 0:  41%|████▏     | 150/363 [00:03<00:07, 29.56it/s]
Loading 0:  43%|████▎     | 156/363 [00:03<00:05, 36.05it/s]
Loading 0:  44%|████▍     | 161/363 [00:04<00:05, 37.53it/s]
Loading 0:  46%|████▌     | 166/363 [00:04<00:05, 39.36it/s]
Loading 0:  47%|████▋     | 171/363 [00:04<00:04, 41.53it/s]
Loading 0:  48%|████▊     | 176/363 [00:04<00:05, 37.20it/s]
Loading 0:  51%|█████     | 184/363 [00:04<00:03, 45.81it/s]
Loading 0:  52%|█████▏    | 190/363 [00:04<00:03, 45.23it/s]
Loading 0:  54%|█████▎    | 195/363 [00:04<00:03, 44.21it/s]
Loading 0:  56%|█████▌    | 202/363 [00:04<00:03, 48.21it/s]
Loading 0:  57%|█████▋    | 208/363 [00:05<00:03, 46.07it/s]
Loading 0:  59%|█████▊    | 213/363 [00:05<00:03, 44.49it/s]
Loading 0:  60%|██████    | 218/363 [00:05<00:03, 45.28it/s]
Loading 0:  61%|██████▏   | 223/363 [00:05<00:04, 32.68it/s]
Loading 0:  63%|██████▎   | 227/363 [00:05<00:04, 31.86it/s]
Loading 0:  64%|██████▎   | 231/363 [00:05<00:04, 31.39it/s]
Loading 0:  66%|██████▌   | 238/363 [00:05<00:03, 38.67it/s]
Loading 0:  67%|██████▋   | 244/363 [00:06<00:03, 38.74it/s]
Loading 0:  69%|██████▊   | 249/363 [00:06<00:02, 38.61it/s]
Loading 0:  70%|███████   | 255/363 [00:06<00:02, 43.20it/s]
Loading 0:  72%|███████▏  | 260/363 [00:06<00:02, 42.66it/s]
Loading 0:  73%|███████▎  | 265/363 [00:06<00:02, 43.53it/s]
Loading 0:  74%|███████▍  | 270/363 [00:06<00:02, 43.42it/s]
Loading 0:  76%|███████▌  | 275/363 [00:06<00:02, 34.80it/s]
Loading 0:  78%|███████▊  | 282/363 [00:07<00:01, 41.22it/s]
Loading 0:  79%|███████▉  | 287/363 [00:07<00:01, 41.31it/s]
Loading 0:  80%|████████  | 292/363 [00:07<00:01, 41.37it/s]
Loading 0:  82%|████████▏ | 297/363 [00:07<00:01, 43.11it/s]
Loading 0:  83%|████████▎ | 303/363 [00:07<00:01, 41.81it/s]
Loading 0:  85%|████████▍ | 308/363 [00:14<00:22,  2.43it/s]
Loading 0:  86%|████████▌ | 312/363 [00:14<00:16,  3.13it/s]
Loading 0:  88%|████████▊ | 320/363 [00:14<00:08,  5.15it/s]
Loading 0:  90%|████████▉ | 326/363 [00:14<00:05,  7.01it/s]
Loading 0:  91%|█████████ | 331/363 [00:15<00:03,  8.99it/s]
Loading 0:  93%|█████████▎| 338/363 [00:15<00:01, 12.76it/s]
Loading 0:  94%|█████████▍| 343/363 [00:15<00:01, 15.71it/s]
Loading 0:  96%|█████████▌| 348/363 [00:15<00:00, 17.88it/s]
Loading 0:  98%|█████████▊| 356/363 [00:15<00:00, 24.97it/s]
Loading 0:  99%|█████████▉| 361/363 [00:15<00:00, 28.53it/s]
                                                            

Job chaiml-mistral-nemo-dpo-8323-v1-mkmlizer completed after 114.5s with status: succeeded
Stopping job with name chaiml-mistral-nemo-dpo-8323-v1-mkmlizer
Pipeline stage MKMLizer completed in 114.97s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mistral-nemo-dpo-8323-v1
Waiting for inference service chaiml-mistral-nemo-dpo-8323-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-8323-v1 ready after 271.0089793205261s
Pipeline stage MKMLDeployer completed in 271.55s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.42453932762146s
Received healthy response to inference request in 1.6789085865020752s
Received healthy response to inference request in 1.346517562866211s
Received healthy response to inference request in 0.943469762802124s
Received healthy response to inference request in 0.9003357887268066s
5 requests
0 failed requests
5th percentile: 0.9089625835418701
10th percentile: 0.9175893783569335
20th percentile: 0.9348429679870606
30th percentile: 1.0240793228149414
40th percentile: 1.1852984428405762
50th percentile: 1.346517562866211
60th percentile: 1.3777262687683105
70th percentile: 1.40893497467041
80th percentile: 1.475413179397583
90th percentile: 1.5771608829498291
95th percentile: 1.628034734725952
99th percentile: 1.6687338161468506
mean time: 1.2587542057037353
Pipeline stage StressChecker completed in 7.61s
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 0.69s
Shutdown handler de-registered
chaiml-mistral-nemo-dpo-_8323_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 2419.80s
Shutdown handler de-registered
chaiml-mistral-nemo-dpo-_8323_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mistral-nemo-dpo-_8323_v1 status is now torndown due to DeploymentManager action
chaiml-mistral-nemo-dpo-_8323_v1 status is now torndown due to DeploymentManager action
chaiml-mistral-nemo-dpo-_8323_v1 status is now torndown due to DeploymentManager action
ChatRequest
Generation Params
Prompt Formatter
Chat History
ChatMessage 1