developer_uid: NischayDnk
submission_id: chaiml-nis-expff-2-ffsy_41780_v2
model_name: chaiml-nis-expff-2-ffsy_41780_v2
model_group: ChaiML/nis-expff-2-ffsys
status: torndown
timestamp: 2025-04-10T20:44:04+00:00
num_battles: 5916
num_wins: 3028
celo_rating: 1292.59
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/nis-expff-2-ffsys-mistral31-24Binst-rand8k
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.3693207655588722, 'latency_mean': 2.7076056921482086, 'latency_p50': 2.718676209449768, 'latency_p90': 2.995317888259888}, {'batch_size': 2, 'throughput': 0.5866842459999708, 'latency_mean': 3.4022325563430784, 'latency_p50': 3.4346779584884644, 'latency_p90': 3.7419858932495114}, {'batch_size': 3, 'throughput': 0.7357618538514662, 'latency_mean': 4.067636929750442, 'latency_p50': 4.08128809928894, 'latency_p90': 4.548922872543335}, {'batch_size': 4, 'throughput': 0.853521254048322, 'latency_mean': 4.675479725599289, 'latency_p50': 4.667558670043945, 'latency_p90': 5.234679627418518}, {'batch_size': 5, 'throughput': 0.937151019845866, 'latency_mean': 5.309865652322769, 'latency_p50': 5.299446105957031, 'latency_p90': 5.9561667203903195}]
gpu_counts: {'NVIDIA RTX A6000': 1}
display_name: chaiml-nis-expff-2-ffsy_41780_v2
is_internal_developer: False
language_model: ChaiML/nis-expff-2-ffsys-mistral31-24Binst-rand8k
model_size: 24B
ranking_group: single
throughput_3p7s: 0.66
us_pacific_date: 2025-04-10
win_ratio: 0.5118323191345504
generation_params: {'temperature': 0.475, 'top_p': 0.925, 'min_p': 0.05, 'top_k': 50, 'presence_penalty': 0.4, 'frequency_penalty': 0.4, 'stopping_words': ['<|im_end|>', '\n'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': '<|system|>Family Friendly{memory}\n', 'prompt_template': '', 'bot_template': '<|im_start|>assistant\n{message}<|im_end|>\n', 'user_template': '<|im_start|>user\nYou:{message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\n', '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-nis-expff-2-ffsy-41780-v2-mkmlizer
Waiting for job on chaiml-nis-expff-2-ffsy-41780-v2-mkmlizer to finish
chaiml-nis-expff-2-ffsy-41780-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nis-expff-2-ffsy-41780-v2-mkmlizer: ║ _____ __ __ ║
chaiml-nis-expff-2-ffsy-41780-v2-mkmlizer: ║ / _/ /_ ___ __/ / ___ ___ / / ║
chaiml-nis-expff-2-ffsy-41780-v2-mkmlizer: ║ / _/ / // / |/|/ / _ \/ -_) -_) / ║
chaiml-nis-expff-2-ffsy-41780-v2-mkmlizer: ║ /_//_/\_, /|__,__/_//_/\__/\__/_/ ║
chaiml-nis-expff-2-ffsy-41780-v2-mkmlizer: ║ /___/ ║
chaiml-nis-expff-2-ffsy-41780-v2-mkmlizer: ║ ║
chaiml-nis-expff-2-ffsy-41780-v2-mkmlizer: ║ Version: 0.12.8 ║
chaiml-nis-expff-2-ffsy-41780-v2-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
chaiml-nis-expff-2-ffsy-41780-v2-mkmlizer: ║ https://mk1.ai ║
chaiml-nis-expff-2-ffsy-41780-v2-mkmlizer: ║ ║
chaiml-nis-expff-2-ffsy-41780-v2-mkmlizer: ║ The license key for the current software has been verified as ║
chaiml-nis-expff-2-ffsy-41780-v2-mkmlizer: ║ belonging to: ║
chaiml-nis-expff-2-ffsy-41780-v2-mkmlizer: ║ ║
chaiml-nis-expff-2-ffsy-41780-v2-mkmlizer: ║ Chai Research Corp. ║
chaiml-nis-expff-2-ffsy-41780-v2-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
chaiml-nis-expff-2-ffsy-41780-v2-mkmlizer: ║ Expiration: 2025-04-15 23:59:59 ║
chaiml-nis-expff-2-ffsy-41780-v2-mkmlizer: ║ ║
chaiml-nis-expff-2-ffsy-41780-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nis-expff-2-ffsy-41780-v2-mkmlizer: Downloaded to shared memory in 67.317s
chaiml-nis-expff-2-ffsy-41780-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpmjjfxlcq, device:0
chaiml-nis-expff-2-ffsy-41780-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nis-expff-2-ffsy-41780-v2-mkmlizer: quantized model in 52.895s
chaiml-nis-expff-2-ffsy-41780-v2-mkmlizer: Processed model ChaiML/nis-expff-2-ffsys-mistral31-24Binst-rand8k in 120.213s
chaiml-nis-expff-2-ffsy-41780-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nis-expff-2-ffsy-41780-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nis-expff-2-ffsy-41780-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nis-expff-2-ffsy-41780-v2
chaiml-nis-expff-2-ffsy-41780-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nis-expff-2-ffsy-41780-v2/config.json
chaiml-nis-expff-2-ffsy-41780-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nis-expff-2-ffsy-41780-v2/special_tokens_map.json
chaiml-nis-expff-2-ffsy-41780-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nis-expff-2-ffsy-41780-v2/tokenizer_config.json
chaiml-nis-expff-2-ffsy-41780-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nis-expff-2-ffsy-41780-v2/tokenizer.json
chaiml-nis-expff-2-ffsy-41780-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-nis-expff-2-ffsy-41780-v2/flywheel_model.1.safetensors
chaiml-nis-expff-2-ffsy-41780-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nis-expff-2-ffsy-41780-v2/flywheel_model.0.safetensors
chaiml-nis-expff-2-ffsy-41780-v2-mkmlizer: Loading 0: 0%| | 0/363 [00:00<?, ?it/s] Loading 0: 1%| | 4/363 [00:00<00:09, 39.05it/s] Loading 0: 2%|▏ | 8/363 [00:00<00:11, 30.79it/s] Loading 0: 3%|▎ | 12/363 [00:00<00:10, 33.83it/s] Loading 0: 4%|▍ | 16/363 [00:00<00:11, 30.64it/s] Loading 0: 6%|▌ | 21/363 [00:00<00:09, 35.34it/s] Loading 0: 7%|▋ | 25/363 [00:00<00:10, 31.46it/s] Loading 0: 9%|▉ | 32/363 [00:00<00:08, 38.29it/s] Loading 0: 10%|▉ | 36/363 [00:01<00:14, 22.46it/s] Loading 0: 11%|█ | 40/363 [00:01<00:12, 24.94it/s] Loading 0: 12%|█▏ | 44/363 [00:01<00:11, 26.63it/s] Loading 0: 13%|█▎ | 48/363 [00:01<00:10, 28.74it/s] Loading 0: 14%|█▍ | 52/363 [00:01<00:11, 27.85it/s] Loading 0: 16%|█▌ | 57/363 [00:01<00:09, 31.12it/s] Loading 0: 17%|█▋ | 61/363 [00:02<00:10, 29.25it/s] Loading 0: 18%|█▊ | 65/363 [00:02<00:09, 30.04it/s] Loading 0: 19%|█▉ | 70/363 [00:02<00:11, 26.49it/s] Loading 0: 20%|██ | 73/363 [00:02<00:13, 21.28it/s] Loading 0: 22%|██▏ | 79/363 [00:02<00:10, 26.91it/s] Loading 0: 23%|██▎ | 83/363 [00:02<00:09, 28.11it/s] Loading 0: 24%|██▍ | 87/363 [00:03<00:11, 24.56it/s] Loading 0: 25%|██▌ | 91/363 [00:03<00:10, 27.03it/s] Loading 0: 26%|██▌ | 94/363 [00:03<00:09, 27.30it/s] Loading 0: 27%|██▋ | 99/363 [00:03<00:08, 29.69it/s] Loading 0: 28%|██▊ | 103/363 [00:03<00:09, 28.53it/s] Loading 0: 29%|██▉ | 107/363 [00:03<00:10, 24.04it/s] Loading 0: 31%|███ | 111/363 [00:03<00:09, 27.19it/s] Loading 0: 32%|███▏ | 115/363 [00:04<00:09, 25.25it/s] Loading 0: 33%|███▎ | 120/363 [00:04<00:08, 28.36it/s] Loading 0: 34%|███▍ | 124/363 [00:04<00:08, 27.23it/s] Loading 0: 36%|███▌ | 129/363 [00:04<00:07, 29.70it/s] Loading 0: 37%|███▋ | 133/363 [00:04<00:08, 28.61it/s] Loading 0: 38%|███▊ | 138/363 [00:04<00:07, 31.10it/s] Loading 0: 39%|███▉ | 142/363 [00:05<00:07, 28.36it/s] Loading 0: 41%|████ | 149/363 [00:05<00:06, 33.90it/s] Loading 0: 42%|████▏ | 153/363 [00:05<00:09, 21.55it/s] Loading 0: 43%|████▎ | 157/363 [00:05<00:08, 24.12it/s] Loading 0: 44%|████▍ | 161/363 [00:05<00:07, 25.70it/s] Loading 0: 45%|████▌ | 165/363 [00:05<00:07, 25.89it/s] Loading 0: 46%|████▋ | 168/363 [00:06<00:08, 23.52it/s] Loading 0: 48%|████▊ | 174/363 [00:06<00:06, 28.51it/s] Loading 0: 49%|████▉ | 178/363 [00:06<00:06, 27.08it/s] Loading 0: 50%|█████ | 182/363 [00:06<00:06, 27.68it/s] Loading 0: 52%|█████▏ | 187/363 [00:06<00:07, 25.03it/s] Loading 0: 52%|█████▏ | 190/363 [00:07<00:07, 22.35it/s] Loading 0: 53%|█████▎ | 193/363 [00:07<00:07, 23.27it/s] Loading 0: 54%|█████▍ | 196/363 [00:07<00:07, 23.15it/s] Loading 0: 55%|█████▌ | 200/363 [00:21<00:07, 23.15it/s] Loading 0: 55%|█████▌ | 201/363 [00:21<03:00, 1.11s/it] Loading 0: 56%|█████▌ | 203/363 [00:21<02:29, 1.07it/s] Loading 0: 57%|█████▋ | 208/363 [00:21<01:29, 1.73it/s] Loading 0: 58%|█████▊ | 211/363 [00:22<01:09, 2.20it/s] Loading 0: 59%|█████▉ | 214/363 [00:22<00:51, 2.89it/s] Loading 0: 60%|██████ | 218/363 [00:22<00:35, 4.13it/s] Loading 0: 61%|██████ | 221/363 [00:22<00:26, 5.30it/s] Loading 0: 62%|██████▏ | 224/363 [00:22<00:21, 6.38it/s] Loading 0: 63%|██████▎ | 228/363 [00:22<00:15, 8.94it/s] Loading 0: 64%|██████▎ | 231/363 [00:23<00:12, 10.28it/s] Loading 0: 65%|██████▌ | 237/363 [00:23<00:08, 15.30it/s] Loading 0: 66%|██████▌ | 240/363 [00:23<00:07, 15.99it/s] Loading 0: 68%|██████▊ | 246/363 [00:23<00:05, 21.20it/s] Loading 0: 69%|██████▉ | 250/363 [00:23<00:05, 21.72it/s] Loading 0: 70%|███████ | 255/363 [00:23<00:04, 24.89it/s] Loading 0: 71%|███████▏ | 259/363 [00:23<00:04, 24.83it/s] Loading 0: 73%|███████▎ | 264/363 [00:24<00:03, 29.66it/s] Loading 0: 74%|███████▍ | 268/363 [00:24<00:04, 23.50it/s] Loading 0: 75%|███████▍ | 271/363 [00:24<00:04, 21.86it/s] Loading 0: 75%|███████▌ | 274/363 [00:24<00:03, 22.65it/s] Loading 0: 76%|███████▋ | 277/363 [00:24<00:03, 23.97it/s] Loading 0: 78%|███████▊ | 282/363 [00:24<00:02, 27.35it/s] Loading 0: 79%|███████▊ | 285/363 [00:24<00:03, 25.06it/s] Loading 0: 80%|████████ | 291/363 [00:25<00:02, 29.90it/s] Loading 0: 81%|████████▏ | 295/363 [00:25<00:02, 28.14it/s] Loading 0: 82%|████████▏ | 299/363 [00:25<00:02, 27.91it/s] Loading 0: 84%|████████▎ | 304/363 [00:25<00:02, 25.50it/s] Loading 0: 85%|████████▍ | 307/363 [00:25<00:02, 23.52it/s] Loading 0: 85%|████████▌ | 310/363 [00:25<00:02, 24.23it/s] Loading 0: 86%|████████▌ | 313/363 [00:26<00:01, 25.17it/s] Loading 0: 88%|████████▊ | 318/363 [00:26<00:01, 28.92it/s] Loading 0: 88%|████████▊ | 321/363 [00:26<00:01, 26.31it/s] Loading 0: 90%|█████████ | 327/363 [00:26<00:01, 31.01it/s] Loading 0: 91%|█████████ | 331/363 [00:26<00:01, 29.18it/s] Loading 0: 92%|█████████▏| 335/363 [00:26<00:00, 29.54it/s] Loading 0: 93%|█████████▎| 338/363 [00:26<00:00, 28.15it/s] Loading 0: 94%|█████████▍| 341/363 [00:33<00:13, 1.68it/s] Loading 0: 96%|█████████▌| 347/363 [00:33<00:05, 2.81it/s] Loading 0: 96%|█████████▋| 350/363 [00:33<00:03, 3.52it/s] Loading 0: 98%|█████████▊| 355/363 [00:34<00:01, 5.24it/s] Loading 0: 99%|█████████▉| 359/363 [00:34<00:00, 6.83it/s]
Job chaiml-nis-expff-2-ffsy-41780-v2-mkmlizer completed after 157.04s with status: succeeded
Stopping job with name chaiml-nis-expff-2-ffsy-41780-v2-mkmlizer
Pipeline stage MKMLizer completed in 157.55s
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-nis-expff-2-ffsy-41780-v2
Waiting for inference service chaiml-nis-expff-2-ffsy-41780-v2 to be ready
Inference service chaiml-nis-expff-2-ffsy-41780-v2 ready after 120.66666793823242s
Pipeline stage MKMLDeployer completed in 121.25s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 3.336843729019165s
Received healthy response to inference request in 2.824350118637085s
Received healthy response to inference request in 2.585374593734741s
Received healthy response to inference request in 2.8110432624816895s
Received healthy response to inference request in 2.6436595916748047s
5 requests
0 failed requests
5th percentile: 2.597031593322754
10th percentile: 2.6086885929107666
20th percentile: 2.632002592086792
30th percentile: 2.6771363258361816
40th percentile: 2.7440897941589357
50th percentile: 2.8110432624816895
60th percentile: 2.8163660049438475
70th percentile: 2.821688747406006
80th percentile: 2.926848840713501
90th percentile: 3.131846284866333
95th percentile: 3.234345006942749
99th percentile: 3.316343984603882
mean time: 2.8402542591094972
Pipeline stage StressChecker completed in 15.60s
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 0.87s
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 0.67s
Shutdown handler de-registered
chaiml-nis-expff-2-ffsy_41780_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
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
clean up pipeline due to error=DeploymentChecksError('None: None')
Shutdown handler de-registered
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
clean up pipeline due to error=DeploymentChecksError('None: None')
Shutdown handler de-registered
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
clean up pipeline due to error=DeploymentChecksError('None: None')
Shutdown handler de-registered
chaiml-nis-expff-2-ffsy_41780_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-nis-expff-2-ffsy_41780_v2 status is now torndown due to DeploymentManager action