chaiml-grpo-nis-12bsftq_14129

developer_uid: NischayDnk
submission_id: chaiml-grpo-nis-12bsftq_14129_v1
model_name: chaiml-grpo-nis-12bsftq_14129_v1
model_group: ChaiML/grpo_nis_12bsftqw
status: torndown
timestamp: 2025-07-25T03:41:00+00:00
num_battles: 6472
num_wins: 3511
celo_rating: 1308.8
family_friendly_score: 0.5274
family_friendly_standard_error: 0.007060442479051862
submission_type: basic
model_repo: ChaiML/grpo_nis_12bsftqwen_v4_cp_beta25_rmens_s1875_kd30_kl06
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 8
max_input_tokens: 1536
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.5972034839795424, 'latency_mean': 1.6743442833423614, 'latency_p50': 1.6695424318313599, 'latency_p90': 1.827453851699829}, {'batch_size': 3, 'throughput': 0.9446011831756445, 'latency_mean': 3.167972193956375, 'latency_p50': 3.1776599884033203, 'latency_p90': 3.4867971897125245}, {'batch_size': 5, 'throughput': 1.0711694296386918, 'latency_mean': 4.636918475627899, 'latency_p50': 4.636926770210266, 'latency_p90': 5.248898196220398}, {'batch_size': 6, 'throughput': 1.1126252561530185, 'latency_mean': 5.368341355323792, 'latency_p50': 5.340437531471252, 'latency_p90': 6.07686185836792}, {'batch_size': 10, 'throughput': 1.1577804929390874, 'latency_mean': 8.561406910419464, 'latency_p50': 8.602961897850037, 'latency_p90': 9.68318326473236}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: chaiml-grpo-nis-12bsftq_14129_v1
is_internal_developer: False
language_model: ChaiML/grpo_nis_12bsftqwen_v4_cp_beta25_rmens_s1875_kd30_kl06
model_size: 13B
ranking_group: single
throughput_3p7s: 1.01
us_pacific_date: 2025-07-24
win_ratio: 0.5424907292954264
generation_params: {'temperature': 1.0, 'top_p': 0.96, 'min_p': 0.02, 'top_k': 40, 'presence_penalty': 0.1, 'frequency_penalty': 0.1, 'stopping_words': ['\n', '<|im_end|>', '<|im_start|>'], 'max_input_tokens': 1536, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': '<|system|>{bot_name}memory:{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-12bsftq-14129-v1-mkmlizer
Waiting for job on chaiml-grpo-nis-12bsftq-14129-v1-mkmlizer to finish
chaiml-grpo-nis-12bsftq-14129-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-grpo-nis-12bsftq-14129-v1-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12bsftq-14129-v1-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
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chaiml-grpo-nis-12bsftq-14129-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-grpo-nis-12bsftq-14129-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-grpo-nis-12bsftq-14129-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-grpo-nis-12bsftq-14129-v1-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12bsftq-14129-v1-mkmlizer: ║  Version: 0.29.15                                                   ║
chaiml-grpo-nis-12bsftq-14129-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-grpo-nis-12bsftq-14129-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-grpo-nis-12bsftq-14129-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-grpo-nis-12bsftq-14129-v1-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12bsftq-14129-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-grpo-nis-12bsftq-14129-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-grpo-nis-12bsftq-14129-v1-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12bsftq-14129-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-grpo-nis-12bsftq-14129-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-grpo-nis-12bsftq-14129-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-grpo-nis-12bsftq-14129-v1-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12bsftq-14129-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-grpo-nis-12bsftq-14129-v1-mkmlizer: Downloaded to shared memory in 41.585s
chaiml-grpo-nis-12bsftq-14129-v1-mkmlizer: Checking if ChaiML/grpo_nis_12bsftqwen_v4_cp_beta25_rmens_s1875_kd30_kl06 already exists in ChaiML
chaiml-grpo-nis-12bsftq-14129-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp1rdvtio6, device:0
chaiml-grpo-nis-12bsftq-14129-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Retrying (%r) after connection broken by '%r': %s
chaiml-grpo-nis-12bsftq-14129-v1-mkmlizer: quantized model in 168.253s
chaiml-grpo-nis-12bsftq-14129-v1-mkmlizer: Processed model ChaiML/grpo_nis_12bsftqwen_v4_cp_beta25_rmens_s1875_kd30_kl06 in 209.839s
chaiml-grpo-nis-12bsftq-14129-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-grpo-nis-12bsftq-14129-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-grpo-nis-12bsftq-14129-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-grpo-nis-12bsftq-14129-v1/nvidia
chaiml-grpo-nis-12bsftq-14129-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-grpo-nis-12bsftq-14129-v1/nvidia/config.json
chaiml-grpo-nis-12bsftq-14129-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-grpo-nis-12bsftq-14129-v1/nvidia/special_tokens_map.json
chaiml-grpo-nis-12bsftq-14129-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-grpo-nis-12bsftq-14129-v1/nvidia/tokenizer_config.json
chaiml-grpo-nis-12bsftq-14129-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-grpo-nis-12bsftq-14129-v1/nvidia/tokenizer.json
chaiml-grpo-nis-12bsftq-14129-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-grpo-nis-12bsftq-14129-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-grpo-nis-12bsftq-14129-v1-mkmlizer completed after 230.69s with status: succeeded
Stopping job with name chaiml-grpo-nis-12bsftq-14129-v1-mkmlizer
Pipeline stage MKMLizer completed in 231.18s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.25s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-grpo-nis-12bsftq-14129-v1
Waiting for inference service chaiml-grpo-nis-12bsftq-14129-v1 to be ready
Inference service chaiml-grpo-nis-12bsftq-14129-v1 ready after 191.07352590560913s
Pipeline stage MKMLDeployer completed in 191.63s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.166990041732788s
Received healthy response to inference request in 1.3863999843597412s
Received healthy response to inference request in 1.8029701709747314s
Received healthy response to inference request in 1.5246407985687256s
Received healthy response to inference request in 1.4519505500793457s
5 requests
0 failed requests
5th percentile: 1.399510097503662
10th percentile: 1.412620210647583
20th percentile: 1.4388404369354248
30th percentile: 1.4664885997772217
40th percentile: 1.4955646991729736
50th percentile: 1.5246407985687256
60th percentile: 1.635972547531128
70th percentile: 1.7473042964935301
80th percentile: 1.8757741451263428
90th percentile: 2.0213820934295654
95th percentile: 2.0941860675811768
99th percentile: 2.1524292469024657
mean time: 1.6665903091430665
Pipeline stage StressChecker completed in 10.82s
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 0.68s
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 0.87s
Shutdown handler de-registered
chaiml-grpo-nis-12bsftq_14129_v1 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 0.14s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.12s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-grpo-nis-12bsftq-14129-v1-profiler
Waiting for inference service chaiml-grpo-nis-12bsftq-14129-v1-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
%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
Pipeline stage OfflineFamilyFriendlyScorer completed in 4463.06s
Shutdown handler de-registered
chaiml-grpo-nis-12bsftq_14129_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-grpo-nis-12bsftq_14129_v1 status is now torndown due to DeploymentManager action