developer_uid: azuruce
submission_id: chaiml-mistral-nemo-dpo-_2408_v5
model_name: chaiml-mistral-nemo-dpo-_2408_v5
model_group: ChaiML/mistral_nemo_dpo_
status: torndown
timestamp: 2024-12-22T18:24:56+00:00
num_battles: 21154
num_wins: 10799
celo_rating: 1270.0
family_friendly_score: 0.5858
family_friendly_standard_error: 0.006966180589103328
submission_type: basic
model_repo: ChaiML/mistral_nemo_dpo_241217_albert_v1-checkpoint-6240
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
latencies: [{'batch_size': 1, 'throughput': 0.6108340498389662, 'latency_mean': 1.6370192515850066, 'latency_p50': 1.6374056339263916, 'latency_p90': 1.7934966802597045}, {'batch_size': 3, 'throughput': 1.1385444437218593, 'latency_mean': 2.6248818683624267, 'latency_p50': 2.6225913763046265, 'latency_p90': 2.9484774112701415}, {'batch_size': 5, 'throughput': 1.3721858270096108, 'latency_mean': 3.6298315942287447, 'latency_p50': 3.625258445739746, 'latency_p90': 4.027238774299621}, {'batch_size': 6, 'throughput': 1.4239323610672603, 'latency_mean': 4.19920678973198, 'latency_p50': 4.2195680141448975, 'latency_p90': 4.662763237953186}, {'batch_size': 8, 'throughput': 1.5036474960624742, 'latency_mean': 5.276377105712891, 'latency_p50': 5.3111982345581055, 'latency_p90': 5.908128380775452}, {'batch_size': 10, 'throughput': 1.540466375594348, 'latency_mean': 6.443856083154678, 'latency_p50': 6.457244277000427, 'latency_p90': 7.392910313606262}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: chaiml-mistral-nemo-dpo-_2408_v5
is_internal_developer: True
language_model: ChaiML/mistral_nemo_dpo_241217_albert_v1-checkpoint-6240
model_size: 13B
ranking_group: single
throughput_3p7s: 1.38
us_pacific_date: 2024-12-22
win_ratio: 0.5104944691311336
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': 8, '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-2408-v5-mkmlizer
Waiting for job on chaiml-mistral-nemo-dpo-2408-v5-mkmlizer to finish
chaiml-mistral-nemo-dpo-2408-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mistral-nemo-dpo-2408-v5-mkmlizer: ║     _____            __           __                                ║
chaiml-mistral-nemo-dpo-2408-v5-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-mistral-nemo-dpo-2408-v5-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-mistral-nemo-dpo-2408-v5-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-mistral-nemo-dpo-2408-v5-mkmlizer: ║       /___/                                                         ║
chaiml-mistral-nemo-dpo-2408-v5-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-2408-v5-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-mistral-nemo-dpo-2408-v5-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-mistral-nemo-dpo-2408-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mistral-nemo-dpo-2408-v5-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-2408-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mistral-nemo-dpo-2408-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mistral-nemo-dpo-2408-v5-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-2408-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mistral-nemo-dpo-2408-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mistral-nemo-dpo-2408-v5-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-mistral-nemo-dpo-2408-v5-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-2408-v5-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
Connection pool is full, discarding connection: %s. Connection pool size: %s
chaiml-mistral-nemo-dpo-2408-v5-mkmlizer: Downloaded to shared memory in 52.415s
chaiml-mistral-nemo-dpo-2408-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpny5d8emn, device:0
chaiml-mistral-nemo-dpo-2408-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
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-2408-v5-mkmlizer: quantized model in 35.898s
chaiml-mistral-nemo-dpo-2408-v5-mkmlizer: Processed model ChaiML/mistral_nemo_dpo_241217_albert_v1-checkpoint-6240 in 88.313s
chaiml-mistral-nemo-dpo-2408-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mistral-nemo-dpo-2408-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mistral-nemo-dpo-2408-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-2408-v5
chaiml-mistral-nemo-dpo-2408-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-2408-v5/config.json
chaiml-mistral-nemo-dpo-2408-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-2408-v5/special_tokens_map.json
chaiml-mistral-nemo-dpo-2408-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-2408-v5/tokenizer_config.json
chaiml-mistral-nemo-dpo-2408-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-2408-v5/tokenizer.json
chaiml-mistral-nemo-dpo-2408-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-2408-v5/flywheel_model.0.safetensors
chaiml-mistral-nemo-dpo-2408-v5-mkmlizer: 
Loading 0:   0%|          | 0/363 [00:00<?, ?it/s]
Loading 0:   1%|▏         | 5/363 [00:00<00:12, 27.77it/s]
Loading 0:   4%|▎         | 13/363 [00:00<00:07, 49.18it/s]
Loading 0:   5%|▌         | 19/363 [00:00<00:07, 47.88it/s]
Loading 0:   7%|▋         | 25/363 [00:00<00:06, 48.80it/s]
Loading 0:   9%|▊         | 31/363 [00:00<00:06, 51.24it/s]
Loading 0:  10%|█         | 37/363 [00:00<00:06, 49.42it/s]
Loading 0:  12%|█▏        | 43/363 [00:00<00:06, 49.94it/s]
Loading 0:  13%|█▎        | 49/363 [00:00<00:06, 51.65it/s]
Loading 0:  15%|█▌        | 55/363 [00:01<00:06, 48.98it/s]
Loading 0:  17%|█▋        | 61/363 [00:01<00:08, 34.63it/s]
Loading 0:  18%|█▊        | 66/363 [00:01<00:08, 34.67it/s]
Loading 0:  20%|█▉        | 71/363 [00:01<00:07, 37.35it/s]
Loading 0:  21%|██        | 76/363 [00:01<00:07, 39.21it/s]
Loading 0:  22%|██▏       | 81/363 [00:01<00:06, 41.52it/s]
Loading 0:  24%|██▍       | 87/363 [00:02<00:06, 41.31it/s]
Loading 0:  25%|██▌       | 92/363 [00:02<00:06, 41.69it/s]
Loading 0:  27%|██▋       | 99/363 [00:02<00:05, 46.57it/s]
Loading 0:  29%|██▉       | 105/363 [00:02<00:05, 44.87it/s]
Loading 0:  31%|███       | 112/363 [00:02<00:05, 49.11it/s]
Loading 0:  33%|███▎      | 118/363 [00:02<00:05, 41.93it/s]
Loading 0:  35%|███▍      | 126/363 [00:02<00:04, 48.68it/s]
Loading 0:  36%|███▋      | 132/363 [00:03<00:05, 44.87it/s]
Loading 0:  38%|███▊      | 137/363 [00:03<00:05, 43.84it/s]
Loading 0:  39%|███▉      | 142/363 [00:03<00:06, 33.74it/s]
Loading 0:  40%|████      | 146/363 [00:03<00:06, 33.86it/s]
Loading 0:  41%|████▏     | 150/363 [00:03<00:06, 33.71it/s]
Loading 0:  43%|████▎     | 157/363 [00:03<00:05, 40.85it/s]
Loading 0:  45%|████▍     | 163/363 [00:03<00:04, 41.98it/s]
Loading 0:  46%|████▋     | 168/363 [00:03<00:04, 42.11it/s]
Loading 0:  48%|████▊     | 175/363 [00:04<00:04, 46.60it/s]
Loading 0:  50%|████▉     | 181/363 [00:04<00:03, 45.85it/s]
Loading 0:  51%|█████     | 186/363 [00:04<00:03, 44.62it/s]
Loading 0:  53%|█████▎    | 193/363 [00:04<00:03, 49.63it/s]
Loading 0:  55%|█████▍    | 199/363 [00:04<00:03, 47.82it/s]
Loading 0:  56%|█████▌    | 204/363 [00:04<00:03, 45.66it/s]
Loading 0:  58%|█████▊    | 211/363 [00:04<00:03, 50.32it/s]
Loading 0:  60%|█████▉    | 217/363 [00:04<00:03, 48.35it/s]
Loading 0:  61%|██████▏   | 223/363 [00:05<00:03, 35.24it/s]
Loading 0:  63%|██████▎   | 228/363 [00:05<00:03, 34.64it/s]
Loading 0:  64%|██████▍   | 232/363 [00:05<00:03, 35.10it/s]
Loading 0:  66%|██████▌   | 238/363 [00:05<00:03, 39.86it/s]
Loading 0:  67%|██████▋   | 244/363 [00:05<00:02, 40.85it/s]
Loading 0:  69%|██████▊   | 249/363 [00:05<00:02, 40.36it/s]
Loading 0:  71%|███████   | 256/363 [00:05<00:02, 45.82it/s]
Loading 0:  72%|███████▏  | 262/363 [00:06<00:02, 45.37it/s]
Loading 0:  74%|███████▎  | 267/363 [00:06<00:02, 44.98it/s]
Loading 0:  75%|███████▌  | 273/363 [00:06<00:01, 47.04it/s]
Loading 0:  77%|███████▋  | 278/363 [00:06<00:01, 45.13it/s]
Loading 0:  78%|███████▊  | 283/363 [00:06<00:01, 45.52it/s]
Loading 0:  79%|███████▉  | 288/363 [00:06<00:01, 46.29it/s]
Loading 0:  81%|████████  | 293/363 [00:06<00:01, 39.12it/s]
Loading 0:  83%|████████▎ | 301/363 [00:06<00:01, 48.93it/s]
Loading 0:  85%|████████▍ | 307/363 [00:13<00:20,  2.77it/s]
Loading 0:  86%|████████▌ | 312/363 [00:14<00:13,  3.67it/s]
Loading 0:  88%|████████▊ | 320/363 [00:14<00:07,  5.71it/s]
Loading 0:  90%|████████▉ | 326/363 [00:14<00:04,  7.62it/s]
Loading 0:  91%|█████████ | 331/363 [00:14<00:03,  9.67it/s]
Loading 0:  93%|█████████▎| 338/363 [00:14<00:01, 13.58it/s]
Loading 0:  95%|█████████▍| 344/363 [00:14<00:01, 17.06it/s]
Loading 0:  96%|█████████▋| 350/363 [00:14<00:00, 21.23it/s]
Loading 0:  98%|█████████▊| 356/363 [00:14<00:00, 26.04it/s]
Loading 0: 100%|█████████▉| 362/363 [00:14<00:00, 29.70it/s]
                                                            

Job chaiml-mistral-nemo-dpo-2408-v5-mkmlizer completed after 115.27s with status: succeeded
Stopping job with name chaiml-mistral-nemo-dpo-2408-v5-mkmlizer
Pipeline stage MKMLizer completed in 115.79s
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-2408-v5
Waiting for inference service chaiml-mistral-nemo-dpo-2408-v5 to be ready
Inference service chaiml-mistral-nemo-dpo-2408-v5 ready after 261.3421399593353s
Pipeline stage MKMLDeployer completed in 261.87s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.9110312461853027s
Received healthy response to inference request in 1.3701884746551514s
Received healthy response to inference request in 1.6312947273254395s
Received healthy response to inference request in 1.3229553699493408s
Received healthy response to inference request in 1.2494282722473145s
5 requests
0 failed requests
5th percentile: 1.2641336917877197
10th percentile: 1.278839111328125
20th percentile: 1.3082499504089355
30th percentile: 1.332401990890503
40th percentile: 1.3512952327728271
50th percentile: 1.3701884746551514
60th percentile: 1.4746309757232665
70th percentile: 1.5790734767913819
80th percentile: 1.687242031097412
90th percentile: 1.7991366386413574
95th percentile: 1.85508394241333
99th percentile: 1.8998417854309082
mean time: 1.4969796180725097
Pipeline stage StressChecker completed in 9.01s
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 0.73s
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 0.72s
Shutdown handler de-registered
chaiml-mistral-nemo-dpo-_2408_v5 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 2933.30s
Shutdown handler de-registered
chaiml-mistral-nemo-dpo-_2408_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-mistral-nemo-dpo-_2408_v5 status is now torndown due to DeploymentManager action
chaiml-mistral-nemo-dpo-_2408_v5 status is now torndown due to DeploymentManager action
chaiml-mistral-nemo-dpo-_2408_v5 status is now torndown due to DeploymentManager action
ChatRequest
Generation Params
Prompt Formatter
Chat History
ChatMessage 1