chaiml-grpo-nis-12bsftqw_4593

developer_uid: NischayDnk
submission_id: chaiml-grpo-nis-12bsftqw_4593_v1
model_name: chaiml-grpo-nis-12bsftqw_4593_v1
model_group: ChaiML/grpo_nis_12bsftqw
status: torndown
timestamp: 2025-07-25T06:30:11+00:00
num_battles: 6456
num_wins: 3373
celo_rating: 1303.09
family_friendly_score: 0.5226
family_friendly_standard_error: 0.007063840881560116
submission_type: basic
model_repo: ChaiML/grpo_nis_12bsftqwen_v4_cp_beta25_rmens_s11750_kd24_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': 0.5898834101537382, 'latency_mean': 1.6951276469230652, 'latency_p50': 1.6953028440475464, 'latency_p90': 1.8552547693252563}, {'batch_size': 3, 'throughput': 0.9364573795300211, 'latency_mean': 3.199412450790405, 'latency_p50': 3.195332169532776, 'latency_p90': 3.4607120990753173}, {'batch_size': 5, 'throughput': 1.0515525707120825, 'latency_mean': 4.735133371353149, 'latency_p50': 4.754044771194458, 'latency_p90': 5.325024271011352}, {'batch_size': 6, 'throughput': 1.0905975894188997, 'latency_mean': 5.47645566701889, 'latency_p50': 5.475134015083313, 'latency_p90': 6.1006162643432615}, {'batch_size': 10, 'throughput': 1.14557461504122, 'latency_mean': 8.657275267839431, 'latency_p50': 8.631691098213196, 'latency_p90': 9.875637197494507}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: chaiml-grpo-nis-12bsftqw_4593_v1
is_internal_developer: False
language_model: ChaiML/grpo_nis_12bsftqwen_v4_cp_beta25_rmens_s11750_kd24_kl06
model_size: 13B
ranking_group: single
throughput_3p7s: 0.99
us_pacific_date: 2025-07-24
win_ratio: 0.5224597273853779
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_start|>', '<|im_end|>'], '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-12bsftqw-4593-v1-mkmlizer
Waiting for job on chaiml-grpo-nis-12bsftqw-4593-v1-mkmlizer to finish
chaiml-grpo-nis-12bsftqw-4593-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-grpo-nis-12bsftqw-4593-v1-mkmlizer: ║                                                                     ║
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chaiml-grpo-nis-12bsftqw-4593-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-grpo-nis-12bsftqw-4593-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-grpo-nis-12bsftqw-4593-v1-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12bsftqw-4593-v1-mkmlizer: ║  Version: 0.29.15                                                   ║
chaiml-grpo-nis-12bsftqw-4593-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-grpo-nis-12bsftqw-4593-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-grpo-nis-12bsftqw-4593-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-grpo-nis-12bsftqw-4593-v1-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12bsftqw-4593-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-grpo-nis-12bsftqw-4593-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-grpo-nis-12bsftqw-4593-v1-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12bsftqw-4593-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-grpo-nis-12bsftqw-4593-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-grpo-nis-12bsftqw-4593-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-grpo-nis-12bsftqw-4593-v1-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12bsftqw-4593-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-grpo-nis-12bsftqw-4593-v1-mkmlizer: Downloaded to shared memory in 47.476s
chaiml-grpo-nis-12bsftqw-4593-v1-mkmlizer: Checking if ChaiML/grpo_nis_12bsftqwen_v4_cp_beta25_rmens_s11750_kd24_kl06 already exists in ChaiML
chaiml-grpo-nis-12bsftqw-4593-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpzt09pk9t, device:0
chaiml-grpo-nis-12bsftqw-4593-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-grpo-nis-12bsftqw-4593-v1-mkmlizer: quantized model in 216.046s
chaiml-grpo-nis-12bsftqw-4593-v1-mkmlizer: Processed model ChaiML/grpo_nis_12bsftqwen_v4_cp_beta25_rmens_s11750_kd24_kl06 in 263.524s
chaiml-grpo-nis-12bsftqw-4593-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-grpo-nis-12bsftqw-4593-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-grpo-nis-12bsftqw-4593-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-grpo-nis-12bsftqw-4593-v1/nvidia
chaiml-grpo-nis-12bsftqw-4593-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-grpo-nis-12bsftqw-4593-v1/nvidia/config.json
chaiml-grpo-nis-12bsftqw-4593-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-grpo-nis-12bsftqw-4593-v1/nvidia/special_tokens_map.json
chaiml-grpo-nis-12bsftqw-4593-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-grpo-nis-12bsftqw-4593-v1/nvidia/tokenizer_config.json
chaiml-grpo-nis-12bsftqw-4593-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-grpo-nis-12bsftqw-4593-v1/nvidia/tokenizer.json
chaiml-grpo-nis-12bsftqw-4593-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-grpo-nis-12bsftqw-4593-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-grpo-nis-12bsftqw-4593-v1-mkmlizer completed after 293.17s with status: succeeded
Stopping job with name chaiml-grpo-nis-12bsftqw-4593-v1-mkmlizer
Pipeline stage MKMLizer completed in 293.66s
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-grpo-nis-12bsftqw-4593-v1
Waiting for inference service chaiml-grpo-nis-12bsftqw-4593-v1 to be ready
Inference service chaiml-grpo-nis-12bsftqw-4593-v1 ready after 191.35567831993103s
Pipeline stage MKMLDeployer completed in 191.87s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 3.1986746788024902s
Received healthy response to inference request in 1.5103428363800049s
Received healthy response to inference request in 2.485110282897949s
Received healthy response to inference request in 2.55771803855896s
Received healthy response to inference request in 1.4284660816192627s
5 requests
0 failed requests
5th percentile: 1.4448414325714112
10th percentile: 1.4612167835235597
20th percentile: 1.4939674854278564
30th percentile: 1.7052963256835938
40th percentile: 2.0952033042907714
50th percentile: 2.485110282897949
60th percentile: 2.5141533851623534
70th percentile: 2.5431964874267576
80th percentile: 2.685909366607666
90th percentile: 2.942292022705078
95th percentile: 3.070483350753784
99th percentile: 3.173036413192749
mean time: 2.2360623836517335
Pipeline stage StressChecker completed in 12.62s
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 1.46s
Shutdown handler de-registered
chaiml-grpo-nis-12bsftqw_4593_v1 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
Pipeline stage OfflineFamilyFriendlyScorer completed in 2619.82s
Shutdown handler de-registered
chaiml-grpo-nis-12bsftqw_4593_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-grpo-nis-12bsftqw_4593_v1 status is now torndown due to DeploymentManager action