developer_uid: NischayDnk
submission_id: chaiml-grpo-nis-cogito3_97711_v3
model_name: chaiml-grpo-nis-cogito3_97711_v3
model_group: ChaiML/grpo_nis_cogito32
status: torndown
timestamp: 2025-07-26T04:03:14+00:00
num_battles: 6248
num_wins: 3321
celo_rating: 1286.47
family_friendly_score: 0.47919999999999996
family_friendly_standard_error: 0.007064946708928525
submission_type: basic
model_repo: ChaiML/grpo_nis_cogito32b_v4_cp_beta35_s1_1500steps_kd03_kl10
model_architecture: Qwen2ForCausalLM
model_num_parameters: 32759331840.0
best_of: 5
max_input_tokens: 768
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.4214823321521206, 'latency_mean': 2.37245512008667, 'latency_p50': 2.362415909767151, 'latency_p90': 2.6541195154190063}, {'batch_size': 3, 'throughput': 0.9171300264747545, 'latency_mean': 3.254292711019516, 'latency_p50': 3.231018900871277, 'latency_p90': 3.587955641746521}, {'batch_size': 5, 'throughput': 1.2280246996776059, 'latency_mean': 4.046927132606506, 'latency_p50': 4.051205635070801, 'latency_p90': 4.503481006622314}, {'batch_size': 6, 'throughput': 1.3384426139375432, 'latency_mean': 4.448181406259537, 'latency_p50': 4.463712573051453, 'latency_p90': 4.8925426483154295}, {'batch_size': 8, 'throughput': 1.4872242504158737, 'latency_mean': 5.3169208586215975, 'latency_p50': 5.322167754173279, 'latency_p90': 5.9331492424011225}, {'batch_size': 10, 'throughput': 1.6251059414592244, 'latency_mean': 6.088528543710709, 'latency_p50': 6.087582468986511, 'latency_p90': 6.98979127407074}]
gpu_counts: {'NVIDIA A100-SXM4-80GB': 1}
display_name: chaiml-grpo-nis-cogito3_97711_v3
is_internal_developer: False
language_model: ChaiML/grpo_nis_cogito32b_v4_cp_beta35_s1_1500steps_kd03_kl10
model_size: 33B
ranking_group: single
throughput_3p7s: 1.11
us_pacific_date: 2025-07-25
win_ratio: 0.5315300896286812
generation_params: {'temperature': 0.75, 'top_p': 0.94, 'min_p': 0.025, 'top_k': 60, 'presence_penalty': 0.35, 'frequency_penalty': 0.35, 'stopping_words': ['\n', '<|im_start|>', '<|im_end|>'], 'max_input_tokens': 768, 'best_of': 5, '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': True}
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-grpo-nis-cogito3-97711-v3-mkmlizer
Waiting for job on chaiml-grpo-nis-cogito3-97711-v3-mkmlizer to finish
chaiml-grpo-nis-cogito3-97711-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-grpo-nis-cogito3-97711-v3-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-cogito3-97711-v3-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-grpo-nis-cogito3-97711-v3-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-grpo-nis-cogito3-97711-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-grpo-nis-cogito3-97711-v3-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
chaiml-grpo-nis-cogito3-97711-v3-mkmlizer: ║   ░███ ░░░  ░███   ░███░░███     ░███                               ║
chaiml-grpo-nis-cogito3-97711-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-grpo-nis-cogito3-97711-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-grpo-nis-cogito3-97711-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-grpo-nis-cogito3-97711-v3-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-cogito3-97711-v3-mkmlizer: ║  Version: 0.29.15                                                   ║
chaiml-grpo-nis-cogito3-97711-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-grpo-nis-cogito3-97711-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-grpo-nis-cogito3-97711-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-grpo-nis-cogito3-97711-v3-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-cogito3-97711-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-grpo-nis-cogito3-97711-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-grpo-nis-cogito3-97711-v3-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-cogito3-97711-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-grpo-nis-cogito3-97711-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-grpo-nis-cogito3-97711-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-grpo-nis-cogito3-97711-v3-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-cogito3-97711-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Failed to get response for submission chaiml-next-door-annoyi_15417_v1: ('http://chaiml-next-door-annoyi-15417-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
chaiml-grpo-nis-cogito3-97711-v3-mkmlizer: Downloaded to shared memory in 88.973s
chaiml-grpo-nis-cogito3-97711-v3-mkmlizer: Checking if ChaiML/grpo_nis_cogito32b_v4_cp_beta35_s1_1500steps_kd03_kl10 already exists in ChaiML
chaiml-grpo-nis-cogito3-97711-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp1ckes1cl, device:0
chaiml-grpo-nis-cogito3-97711-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-grpo-nis-cogito3-97711-v3-mkmlizer: quantized model in 452.481s
chaiml-grpo-nis-cogito3-97711-v3-mkmlizer: Processed model ChaiML/grpo_nis_cogito32b_v4_cp_beta35_s1_1500steps_kd03_kl10 in 541.456s
chaiml-grpo-nis-cogito3-97711-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-grpo-nis-cogito3-97711-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-grpo-nis-cogito3-97711-v3/nvidia
chaiml-grpo-nis-cogito3-97711-v3-mkmlizer: cp /dev/shm/model_cache/added_tokens.json s3://guanaco-mkml-models/chaiml-grpo-nis-cogito3-97711-v3/nvidia/added_tokens.json
chaiml-grpo-nis-cogito3-97711-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-grpo-nis-cogito3-97711-v3/nvidia/config.json
chaiml-grpo-nis-cogito3-97711-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-grpo-nis-cogito3-97711-v3/nvidia/special_tokens_map.json
chaiml-grpo-nis-cogito3-97711-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-grpo-nis-cogito3-97711-v3/nvidia/tokenizer_config.json
chaiml-grpo-nis-cogito3-97711-v3-mkmlizer: cp /dev/shm/model_cache/merges.txt s3://guanaco-mkml-models/chaiml-grpo-nis-cogito3-97711-v3/nvidia/merges.txt
chaiml-grpo-nis-cogito3-97711-v3-mkmlizer: cp /dev/shm/model_cache/vocab.json s3://guanaco-mkml-models/chaiml-grpo-nis-cogito3-97711-v3/nvidia/vocab.json
chaiml-grpo-nis-cogito3-97711-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-grpo-nis-cogito3-97711-v3/nvidia/tokenizer.json
Job chaiml-grpo-nis-cogito3-97711-v3-mkmlizer completed after 570.45s with status: succeeded
Stopping job with name chaiml-grpo-nis-cogito3-97711-v3-mkmlizer
Pipeline stage MKMLizer completed in 570.96s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-grpo-nis-cogito3-97711-v3
Waiting for inference service chaiml-grpo-nis-cogito3-97711-v3 to be ready
Inference service chaiml-grpo-nis-cogito3-97711-v3 ready after 190.708904504776s
Pipeline stage MKMLDeployer completed in 191.66s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 3.066761016845703s
Received healthy response to inference request in 2.4851818084716797s
Received healthy response to inference request in 2.8315699100494385s
Received healthy response to inference request in 2.7463488578796387s
Received healthy response to inference request in 2.3633503913879395s
5 requests
0 failed requests
5th percentile: 2.3877166748046874
10th percentile: 2.4120829582214354
20th percentile: 2.4608155250549317
30th percentile: 2.5374152183532717
40th percentile: 2.641882038116455
50th percentile: 2.7463488578796387
60th percentile: 2.7804372787475584
70th percentile: 2.8145256996154786
80th percentile: 2.8786081314086913
90th percentile: 2.9726845741271974
95th percentile: 3.0197227954864503
99th percentile: 3.0573533725738526
mean time: 2.69864239692688
Pipeline stage StressChecker completed in 14.72s
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 0.70s
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 0.64s
Shutdown handler de-registered
chaiml-grpo-nis-cogito3_97711_v3 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-grpo-nis-cogito3-97711-v3-profiler
Waiting for inference service chaiml-grpo-nis-cogito3-97711-v3-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 3113.90s
Shutdown handler de-registered
chaiml-grpo-nis-cogito3_97711_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-grpo-nis-cogito3_97711_v3 status is now torndown due to DeploymentManager action