chaiml-405b-mini2-12b0-_90840

developer_uid: zonemercy

submission_id: chaiml-405b-mini2-12b0-_90840_v2

model_name: tempv1-5

model_group: ChaiML/405b-mini2-12b0-s

status: torndown

timestamp: 2025-01-03T23:29:21+00:00

num_battles: 14671

num_wins: 7385

celo_rating: 1258.43

family_friendly_score: 0.6032

family_friendly_standard_error: 0.006918811458624956

submission_type: basic

model_repo: ChaiML/405b-mini2-12b0-sftl1e5r7

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 8

max_input_tokens: 768

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.6523554749296685, 'latency_mean': 1.532843234539032, 'latency_p50': 1.5369603633880615, 'latency_p90': 1.70579354763031}, {'batch_size': 3, 'throughput': 1.2730228244446367, 'latency_mean': 2.351113383769989, 'latency_p50': 2.3737062215805054, 'latency_p90': 2.619144153594971}, {'batch_size': 5, 'throughput': 1.5840839218709541, 'latency_mean': 3.135148432254791, 'latency_p50': 3.1365329027175903, 'latency_p90': 3.536598038673401}, {'batch_size': 6, 'throughput': 1.6743503558351387, 'latency_mean': 3.570032411813736, 'latency_p50': 3.569648265838623, 'latency_p90': 3.9675793647766113}, {'batch_size': 8, 'throughput': 1.7781145785579422, 'latency_mean': 4.478063926696778, 'latency_p50': 4.497554659843445, 'latency_p90': 4.9942289113998415}, {'batch_size': 10, 'throughput': 1.837042357354731, 'latency_mean': 5.397423779964447, 'latency_p50': 5.420599579811096, 'latency_p90': 6.065576148033142}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: tempv1-5

is_internal_developer: True

language_model: ChaiML/405b-mini2-12b0-sftl1e5r7

model_size: 13B

ranking_group: single

throughput_3p7s: 1.7

us_pacific_date: 2025-01-03

win_ratio: 0.5033740031354372

generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 40, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['Bot:', '<|im_end|>', '<|eot_id|>', '\n', 'You:', 'User:', '####', '</s>'], 'max_input_tokens': 768, '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': '####\n{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-405b-mini2-12b0-90840-v2-mkmlizer
Waiting for job on chaiml-405b-mini2-12b0-90840-v2-mkmlizer to finish
chaiml-405b-mini2-12b0-90840-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-405b-mini2-12b0-90840-v2-mkmlizer: ║     _____            __           __                                ║
chaiml-405b-mini2-12b0-90840-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-405b-mini2-12b0-90840-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-405b-mini2-12b0-90840-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-405b-mini2-12b0-90840-v2-mkmlizer: ║       /___/                                                         ║
chaiml-405b-mini2-12b0-90840-v2-mkmlizer: ║                                                                     ║
chaiml-405b-mini2-12b0-90840-v2-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-405b-mini2-12b0-90840-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-405b-mini2-12b0-90840-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-405b-mini2-12b0-90840-v2-mkmlizer: ║                                                                     ║
chaiml-405b-mini2-12b0-90840-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-405b-mini2-12b0-90840-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-405b-mini2-12b0-90840-v2-mkmlizer: ║                                                                     ║
chaiml-405b-mini2-12b0-90840-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-405b-mini2-12b0-90840-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-405b-mini2-12b0-90840-v2-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
chaiml-405b-mini2-12b0-90840-v2-mkmlizer: ║                                                                     ║
chaiml-405b-mini2-12b0-90840-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Connection pool is full, discarding connection: %s. Connection pool size: %s
chaiml-405b-mini2-12b0-90840-v2-mkmlizer: Downloaded to shared memory in 53.963s
chaiml-405b-mini2-12b0-90840-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmphxk5x_rr, device:0
chaiml-405b-mini2-12b0-90840-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-405b-mini2-12b0-90840-v2-mkmlizer: quantized model in 35.938s
Retrying (%r) after connection broken by '%r': %s
chaiml-405b-mini2-12b0-90840-v2-mkmlizer: Processed model ChaiML/405b-mini2-12b0-sftl1e5r7 in 89.901s
chaiml-405b-mini2-12b0-90840-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-405b-mini2-12b0-90840-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-405b-mini2-12b0-90840-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-405b-mini2-12b0-90840-v2
chaiml-405b-mini2-12b0-90840-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-405b-mini2-12b0-90840-v2/config.json
chaiml-405b-mini2-12b0-90840-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-405b-mini2-12b0-90840-v2/special_tokens_map.json
chaiml-405b-mini2-12b0-90840-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-405b-mini2-12b0-90840-v2/tokenizer_config.json
chaiml-405b-mini2-12b0-90840-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-405b-mini2-12b0-90840-v2/tokenizer.json
chaiml-405b-mini2-12b0-90840-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-405b-mini2-12b0-90840-v2/flywheel_model.0.safetensors
chaiml-405b-mini2-12b0-90840-v2-mkmlizer: 
Loading 0:   0%|          | 0/363 [00:00<?, ?it/s]
Loading 0:   1%|▏         | 5/363 [00:00<00:12, 29.34it/s]
Loading 0:   4%|▎         | 13/363 [00:00<00:06, 50.18it/s]
Loading 0:   5%|▌         | 19/363 [00:00<00:07, 45.89it/s]
Loading 0:   7%|▋         | 24/363 [00:00<00:07, 44.99it/s]
Loading 0:   9%|▊         | 31/363 [00:00<00:06, 51.16it/s]
Loading 0:  10%|█         | 37/363 [00:00<00:06, 46.89it/s]
Loading 0:  12%|█▏        | 42/363 [00:00<00:07, 45.34it/s]
Loading 0:  13%|█▎        | 49/363 [00:01<00:06, 49.65it/s]
Loading 0:  15%|█▌        | 55/363 [00:01<00:06, 44.86it/s]
Loading 0:  17%|█▋        | 60/363 [00:01<00:06, 46.12it/s]
Loading 0:  18%|█▊        | 65/363 [00:01<00:09, 31.70it/s]
Loading 0:  20%|█▉        | 71/363 [00:01<00:07, 37.17it/s]
Loading 0:  21%|██        | 76/363 [00:01<00:07, 38.06it/s]
Loading 0:  22%|██▏       | 81/363 [00:01<00:07, 39.87it/s]
Loading 0:  24%|██▎       | 86/363 [00:02<00:06, 42.27it/s]
Loading 0:  25%|██▌       | 91/363 [00:02<00:07, 36.35it/s]
Loading 0:  27%|██▋       | 98/363 [00:02<00:06, 42.73it/s]
Loading 0:  28%|██▊       | 103/363 [00:02<00:06, 42.34it/s]
Loading 0:  30%|███       | 109/363 [00:02<00:05, 46.12it/s]
Loading 0:  31%|███▏      | 114/363 [00:02<00:06, 37.78it/s]
Loading 0:  33%|███▎      | 119/363 [00:02<00:06, 38.17it/s]
Loading 0:  35%|███▍      | 126/363 [00:02<00:05, 44.14it/s]
Loading 0:  36%|███▋      | 132/363 [00:03<00:05, 42.63it/s]
Loading 0:  38%|███▊      | 137/363 [00:03<00:05, 42.66it/s]
Loading 0:  39%|███▉      | 142/363 [00:03<00:06, 34.72it/s]
Loading 0:  40%|████      | 146/363 [00:03<00:06, 35.78it/s]
Loading 0:  41%|████▏     | 150/363 [00:03<00:06, 34.95it/s]
Loading 0:  43%|████▎     | 156/363 [00:03<00:05, 40.73it/s]
Loading 0:  44%|████▍     | 161/363 [00:03<00:04, 40.99it/s]
Loading 0:  46%|████▌     | 166/363 [00:04<00:04, 42.54it/s]
Loading 0:  47%|████▋     | 171/363 [00:04<00:04, 44.05it/s]
Loading 0:  48%|████▊     | 176/363 [00:04<00:05, 36.20it/s]
Loading 0:  50%|█████     | 183/363 [00:04<00:04, 43.61it/s]
Loading 0:  52%|█████▏    | 188/363 [00:04<00:03, 44.13it/s]
Loading 0:  53%|█████▎    | 193/363 [00:04<00:03, 44.88it/s]
Loading 0:  55%|█████▍    | 199/363 [00:04<00:03, 42.67it/s]
Loading 0:  56%|█████▌    | 204/363 [00:04<00:03, 41.90it/s]
Loading 0:  58%|█████▊    | 211/363 [00:05<00:03, 46.41it/s]
Loading 0:  60%|█████▉    | 217/363 [00:05<00:03, 43.81it/s]
Loading 0:  61%|██████▏   | 223/363 [00:05<00:03, 35.29it/s]
Loading 0:  63%|██████▎   | 227/363 [00:05<00:03, 34.60it/s]
Loading 0:  64%|██████▎   | 231/363 [00:05<00:03, 33.28it/s]
Loading 0:  65%|██████▌   | 237/363 [00:05<00:03, 37.90it/s]
Loading 0:  66%|██████▋   | 241/363 [00:05<00:03, 37.53it/s]
Loading 0:  68%|██████▊   | 247/363 [00:06<00:02, 41.03it/s]
Loading 0:  69%|██████▉   | 252/363 [00:06<00:02, 43.16it/s]
Loading 0:  71%|███████   | 257/363 [00:06<00:02, 36.08it/s]
Loading 0:  73%|███████▎  | 264/363 [00:06<00:02, 43.43it/s]
Loading 0:  74%|███████▍  | 269/363 [00:06<00:02, 43.42it/s]
Loading 0:  75%|███████▌  | 274/363 [00:06<00:02, 43.90it/s]
Loading 0:  77%|███████▋  | 280/363 [00:06<00:01, 42.06it/s]
Loading 0:  79%|███████▊  | 285/363 [00:06<00:01, 41.63it/s]
Loading 0:  80%|████████  | 291/363 [00:07<00:01, 45.89it/s]
Loading 0:  82%|████████▏ | 296/363 [00:07<00:01, 45.65it/s]
Loading 0:  83%|████████▎ | 302/363 [00:07<00:01, 48.90it/s]
Loading 0:  85%|████████▍ | 307/363 [00:14<00:21,  2.55it/s]
Loading 0:  86%|████████▌ | 312/363 [00:14<00:14,  3.47it/s]
Loading 0:  88%|████████▊ | 320/363 [00:14<00:07,  5.55it/s]
Loading 0:  90%|████████▉ | 326/363 [00:14<00:04,  7.46it/s]
Loading 0:  91%|█████████ | 331/363 [00:14<00:03,  9.49it/s]
Loading 0:  93%|█████████▎| 338/363 [00:14<00:01, 13.36it/s]
Loading 0:  95%|█████████▍| 344/363 [00:14<00:01, 16.58it/s]
Loading 0:  96%|█████████▌| 349/363 [00:14<00:00, 19.57it/s]
Loading 0:  98%|█████████▊| 356/363 [00:15<00:00, 25.45it/s]
Loading 0: 100%|█████████▉| 362/363 [00:15<00:00, 28.27it/s]
                                                            
Job chaiml-405b-mini2-12b0-90840-v2-mkmlizer completed after 114.75s with status: succeeded
Stopping job with name chaiml-405b-mini2-12b0-90840-v2-mkmlizer
Pipeline stage MKMLizer completed in 115.32s
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-405b-mini2-12b0-90840-v2
Waiting for inference service chaiml-405b-mini2-12b0-90840-v2 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
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-405b-mini2-12b0-90840-v2 ready after 341.3280792236328s
Pipeline stage MKMLDeployer completed in 341.86s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.826467514038086s
Received healthy response to inference request in 1.614213466644287s
Received healthy response to inference request in 1.4038069248199463s
Received healthy response to inference request in 1.661515235900879s
Received healthy response to inference request in 1.891355276107788s
5 requests
0 failed requests
5th percentile: 1.4458882331848144
10th percentile: 1.4879695415496825
20th percentile: 1.572132158279419
30th percentile: 1.6236738204956054
40th percentile: 1.6425945281982421
50th percentile: 1.661515235900879
60th percentile: 1.7274961471557617
70th percentile: 1.7934770584106445
80th percentile: 1.8394450664520263
90th percentile: 1.8654001712799073
95th percentile: 1.8783777236938477
99th percentile: 1.888759765625
mean time: 1.6794716835021972
Pipeline stage StressChecker completed in 9.70s
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 0.65s
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 0.62s
Shutdown handler de-registered
chaiml-405b-mini2-12b0-_90840_v2 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 2553.89s
Shutdown handler de-registered
chaiml-405b-mini2-12b0-_90840_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-405b-mini2-12b0-_90840_v2 status is now torndown due to DeploymentManager action
chaiml-405b-mini2-12b0-_90840_v2 status is now torndown due to DeploymentManager action
chaiml-405b-mini2-12b0-_90840_v2 status is now torndown due to DeploymentManager action