developer_uid: azuruce
submission_id: chaiml-nemo-anthropic-_38239_v20
model_name: chaiml-nemo-anthropic-_38239_v20
model_group: ChaiML/nemo_anthropic_ad
status: torndown
timestamp: 2025-02-25T08:04:32+00:00
num_battles: 5599
num_wins: 2818
celo_rating: 1270.92
family_friendly_score: 0.5698
family_friendly_standard_error: 0.007001827761377739
submission_type: basic
model_repo: ChaiML/nemo_anthropic_addict_lexical_1120_run2
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.6018992856947702, 'latency_mean': 1.6613231384754181, 'latency_p50': 1.6439276933670044, 'latency_p90': 1.8274169206619262}, {'batch_size': 3, 'throughput': 1.0989027025642115, 'latency_mean': 2.7253875946998596, 'latency_p50': 2.729682683944702, 'latency_p90': 3.0004982233047484}, {'batch_size': 5, 'throughput': 1.3307509012982794, 'latency_mean': 3.73947344660759, 'latency_p50': 3.705618739128113, 'latency_p90': 4.200912117958069}, {'batch_size': 6, 'throughput': 1.39340716521652, 'latency_mean': 4.2830826032161715, 'latency_p50': 4.295145750045776, 'latency_p90': 4.741994547843933}, {'batch_size': 8, 'throughput': 1.4394512523149603, 'latency_mean': 5.520351516008377, 'latency_p50': 5.585578441619873, 'latency_p90': 6.1660829305648805}, {'batch_size': 10, 'throughput': 1.4927778235304785, 'latency_mean': 6.639392075538635, 'latency_p50': 6.637549996376038, 'latency_p90': 7.536528873443603}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: chaiml-nemo-anthropic-_38239_v20
is_internal_developer: False
language_model: ChaiML/nemo_anthropic_addict_lexical_1120_run2
model_size: 13B
ranking_group: single
throughput_3p7s: 1.33
us_pacific_date: 2025-02-25
win_ratio: 0.5033041614574031
generation_params: {'temperature': 0.9, 'top_p': 0.9, 'min_p': 0.6, 'top_k': 80, 'presence_penalty': 0.5, 'frequency_penalty': 0.5, 'stopping_words': ['\n', 'You:', '</s>', '###'], '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-nemo-anthropic-38239-v20-mkmlizer
Waiting for job on chaiml-nemo-anthropic-38239-v20-mkmlizer to finish
chaiml-nemo-anthropic-38239-v20-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nemo-anthropic-38239-v20-mkmlizer: ║ _____ __ __ ║
chaiml-nemo-anthropic-38239-v20-mkmlizer: ║ / _/ /_ ___ __/ / ___ ___ / / ║
chaiml-nemo-anthropic-38239-v20-mkmlizer: ║ / _/ / // / |/|/ / _ \/ -_) -_) / ║
chaiml-nemo-anthropic-38239-v20-mkmlizer: ║ /_//_/\_, /|__,__/_//_/\__/\__/_/ ║
chaiml-nemo-anthropic-38239-v20-mkmlizer: ║ /___/ ║
chaiml-nemo-anthropic-38239-v20-mkmlizer: ║ ║
chaiml-nemo-anthropic-38239-v20-mkmlizer: ║ Version: 0.12.8 ║
chaiml-nemo-anthropic-38239-v20-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
chaiml-nemo-anthropic-38239-v20-mkmlizer: ║ https://mk1.ai ║
chaiml-nemo-anthropic-38239-v20-mkmlizer: ║ ║
chaiml-nemo-anthropic-38239-v20-mkmlizer: ║ The license key for the current software has been verified as ║
chaiml-nemo-anthropic-38239-v20-mkmlizer: ║ belonging to: ║
chaiml-nemo-anthropic-38239-v20-mkmlizer: ║ ║
chaiml-nemo-anthropic-38239-v20-mkmlizer: ║ Chai Research Corp. ║
chaiml-nemo-anthropic-38239-v20-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
chaiml-nemo-anthropic-38239-v20-mkmlizer: ║ Expiration: 2025-04-15 23:59:59 ║
chaiml-nemo-anthropic-38239-v20-mkmlizer: ║ ║
chaiml-nemo-anthropic-38239-v20-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nemo-anthropic-38239-v20-mkmlizer: Downloaded to shared memory in 34.170s
chaiml-nemo-anthropic-38239-v20-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpb9qao8fc, device:0
chaiml-nemo-anthropic-38239-v20-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nemo-anthropic-38239-v20-mkmlizer: quantized model in 35.302s
chaiml-nemo-anthropic-38239-v20-mkmlizer: Processed model ChaiML/nemo_anthropic_addict_lexical_1120_run2 in 69.473s
chaiml-nemo-anthropic-38239-v20-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nemo-anthropic-38239-v20-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nemo-anthropic-38239-v20-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nemo-anthropic-38239-v20
chaiml-nemo-anthropic-38239-v20-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nemo-anthropic-38239-v20/config.json
chaiml-nemo-anthropic-38239-v20-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nemo-anthropic-38239-v20/special_tokens_map.json
chaiml-nemo-anthropic-38239-v20-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nemo-anthropic-38239-v20/tokenizer_config.json
chaiml-nemo-anthropic-38239-v20-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nemo-anthropic-38239-v20/tokenizer.json
chaiml-nemo-anthropic-38239-v20-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nemo-anthropic-38239-v20/flywheel_model.0.safetensors
chaiml-nemo-anthropic-38239-v20-mkmlizer: Loading 0: 0%| | 0/363 [00:00<?, ?it/s] Loading 0: 1%|▏ | 5/363 [00:00<00:12, 28.78it/s] Loading 0: 4%|▎ | 13/363 [00:00<00:06, 50.66it/s] Loading 0: 5%|▌ | 19/363 [00:00<00:07, 45.00it/s] Loading 0: 7%|▋ | 24/363 [00:00<00:07, 44.53it/s] Loading 0: 9%|▊ | 31/363 [00:00<00:06, 51.43it/s] Loading 0: 10%|█ | 37/363 [00:00<00:06, 49.18it/s] Loading 0: 12%|█▏ | 43/363 [00:00<00:06, 50.37it/s] Loading 0: 13%|█▎ | 49/363 [00:01<00:05, 52.46it/s] Loading 0: 15%|█▌ | 55/363 [00:01<00:06, 49.89it/s] Loading 0: 17%|█▋ | 61/363 [00:01<00:08, 37.36it/s] Loading 0: 18%|█▊ | 66/363 [00:01<00:07, 37.73it/s] Loading 0: 20%|█▉ | 72/363 [00:01<00:06, 42.41it/s] Loading 0: 21%|██▏ | 78/363 [00:01<00:06, 43.82it/s] Loading 0: 23%|██▎ | 83/363 [00:01<00:06, 44.20it/s] Loading 0: 25%|██▍ | 90/363 [00:01<00:05, 50.19it/s] Loading 0: 26%|██▋ | 96/363 [00:02<00:05, 48.30it/s] Loading 0: 28%|██▊ | 102/363 [00:02<00:05, 48.55it/s] Loading 0: 30%|███ | 109/363 [00:02<00:04, 53.82it/s] Loading 0: 32%|███▏ | 115/363 [00:02<00:04, 50.07it/s] Loading 0: 33%|███▎ | 121/363 [00:02<00:04, 49.19it/s] Loading 0: 35%|███▍ | 127/363 [00:02<00:05, 44.42it/s] Loading 0: 37%|███▋ | 135/363 [00:02<00:04, 52.20it/s] Loading 0: 39%|███▉ | 141/363 [00:02<00:04, 51.18it/s] Loading 0: 40%|████ | 147/363 [00:03<00:06, 35.86it/s] Loading 0: 42%|████▏ | 152/363 [00:03<00:05, 38.44it/s] Loading 0: 44%|████▎ | 158/363 [00:03<00:05, 37.73it/s] Loading 0: 46%|████▌ | 166/363 [00:03<00:04, 45.71it/s] Loading 0: 47%|████▋ | 172/363 [00:03<00:04, 44.65it/s] Loading 0: 49%|████▉ | 177/363 [00:03<00:04, 45.17it/s] Loading 0: 51%|█████ | 184/363 [00:04<00:03, 49.81it/s] Loading 0: 52%|█████▏ | 190/363 [00:04<00:03, 47.99it/s] Loading 0: 54%|█████▎ | 195/363 [00:04<00:03, 47.38it/s] Loading 0: 56%|█████▌ | 202/363 [00:04<00:03, 51.78it/s] Loading 0: 57%|█████▋ | 208/363 [00:04<00:03, 48.27it/s] Loading 0: 59%|█████▊ | 213/363 [00:04<00:03, 46.41it/s] Loading 0: 61%|██████ | 220/363 [00:04<00:02, 52.11it/s] Loading 0: 62%|██████▏ | 226/363 [00:05<00:03, 35.42it/s] Loading 0: 64%|██████▎ | 231/363 [00:05<00:03, 36.71it/s] Loading 0: 66%|██████▌ | 238/363 [00:05<00:02, 43.06it/s] Loading 0: 67%|██████▋ | 244/363 [00:05<00:02, 43.53it/s] Loading 0: 69%|██████▊ | 249/363 [00:05<00:02, 43.62it/s] Loading 0: 71%|███████ | 256/363 [00:05<00:02, 48.44it/s] Loading 0: 72%|███████▏ | 262/363 [00:05<00:02, 47.31it/s] Loading 0: 74%|███████▎ | 267/363 [00:05<00:02, 47.10it/s] Loading 0: 75%|███████▌ | 273/363 [00:05<00:01, 48.42it/s] Loading 0: 77%|███████▋ | 278/363 [00:06<00:01, 48.21it/s] Loading 0: 78%|███████▊ | 284/363 [00:06<00:01, 43.88it/s] Loading 0: 80%|████████ | 292/363 [00:06<00:01, 51.24it/s] Loading 0: 82%|████████▏ | 298/363 [00:06<00:01, 48.92it/s] Loading 0: 84%|████████▎ | 304/363 [00:13<00:20, 2.93it/s] Loading 0: 85%|████████▍ | 308/363 [00:13<00:15, 3.64it/s] Loading 0: 86%|████████▌ | 312/363 [00:13<00:11, 4.59it/s] Loading 0: 88%|████████▊ | 320/363 [00:13<00:05, 7.35it/s] Loading 0: 90%|████████▉ | 325/363 [00:13<00:04, 9.47it/s] Loading 0: 91%|█████████ | 330/363 [00:13<00:02, 11.47it/s] Loading 0: 93%|█████████▎| 338/363 [00:14<00:01, 16.90it/s] Loading 0: 94%|█████████▍| 343/363 [00:14<00:00, 20.19it/s] Loading 0: 96%|█████████▌| 348/363 [00:14<00:00, 21.49it/s] Loading 0: 98%|█████████▊| 356/363 [00:14<00:00, 28.92it/s] Loading 0: 99%|█████████▉| 361/363 [00:14<00:00, 32.19it/s]
Job chaiml-nemo-anthropic-38239-v20-mkmlizer completed after 104.2s with status: succeeded
Stopping job with name chaiml-nemo-anthropic-38239-v20-mkmlizer
Pipeline stage MKMLizer completed in 104.88s
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-nemo-anthropic-38239-v20
Waiting for inference service chaiml-nemo-anthropic-38239-v20 to be ready
Inference service chaiml-nemo-anthropic-38239-v20 ready after 260.81195759773254s
Pipeline stage MKMLDeployer completed in 261.34s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.05891752243042s
Received healthy response to inference request in 1.5558867454528809s
Received healthy response to inference request in 1.6406545639038086s
Received healthy response to inference request in 1.8912506103515625s
Received healthy response to inference request in 1.5249669551849365s
5 requests
0 failed requests
5th percentile: 1.5311509132385255
10th percentile: 1.5373348712921142
20th percentile: 1.549702787399292
30th percentile: 1.5728403091430665
40th percentile: 1.6067474365234375
50th percentile: 1.6406545639038086
60th percentile: 1.7408929824829102
70th percentile: 1.8411314010620117
80th percentile: 1.924783992767334
90th percentile: 1.9918507575988769
95th percentile: 2.0253841400146486
99th percentile: 2.0522108459472657
mean time: 1.7343352794647218
Pipeline stage StressChecker completed in 10.03s
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 0.62s
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 0.63s
Shutdown handler de-registered
chaiml-nemo-anthropic-_38239_v20 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 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-nemo-anthropic-38239-v20-profiler
Waiting for inference service chaiml-nemo-anthropic-38239-v20-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 2495.62s
Shutdown handler de-registered
chaiml-nemo-anthropic-_38239_v20 status is now inactive due to auto deactivation removed underperforming models
chaiml-nemo-anthropic-_38239_v20 status is now torndown due to DeploymentManager action