chaiml-gy-grpo-cp624-98f_2782

developer_uid: rirv938

submission_id: chaiml-gy-grpo-cp624-98f_2782_v3

model_name: chaiml-gy-grpo-cp624-98f_2782_v3

model_group: ChaiML/gy_grpo_cp624_98f

status: torndown

timestamp: 2025-07-09T16:43:53+00:00

num_battles: 7010

num_wins: 3789

celo_rating: 1318.98

family_friendly_score: 0.5094000000000001

family_friendly_standard_error: 0.007069818102327669

submission_type: basic

model_repo: ChaiML/gy_grpo_cp624_98ff_b35_r1_merged

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': 0.5128988326647455, 'latency_mean': 1.9495692551136017, 'latency_p50': 1.9620047807693481, 'latency_p90': 2.147238826751709}, {'batch_size': 3, 'throughput': 1.041958898051027, 'latency_mean': 2.8644594669342043, 'latency_p50': 2.882663607597351, 'latency_p90': 3.138347363471985}, {'batch_size': 5, 'throughput': 1.3328308918707277, 'latency_mean': 3.734487452507019, 'latency_p50': 3.750205159187317, 'latency_p90': 4.1457925081253055}, {'batch_size': 6, 'throughput': 1.4185351117450788, 'latency_mean': 4.190349942445755, 'latency_p50': 4.200475573539734, 'latency_p90': 4.652365660667419}, {'batch_size': 8, 'throughput': 1.5492849796964463, 'latency_mean': 5.1238059747219085, 'latency_p50': 5.128324508666992, 'latency_p90': 5.826965856552124}, {'batch_size': 10, 'throughput': 1.6352568861533414, 'latency_mean': 6.0596194529533385, 'latency_p50': 6.045568227767944, 'latency_p90': 6.789734792709351}]

gpu_counts: {'NVIDIA A100-SXM4-80GB': 1}

display_name: chaiml-gy-grpo-cp624-98f_2782_v3

is_internal_developer: True

language_model: ChaiML/gy_grpo_cp624_98ff_b35_r1_merged

model_size: 24B

ranking_group: single

throughput_3p7s: 1.33

us_pacific_date: 2025-07-09

win_ratio: 0.5405135520684736

generation_params: {'temperature': 1.0, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 80, 'presence_penalty': 0.45, 'frequency_penalty': 0.45, 'stopping_words': ['You:', '</s>', '###', '\n'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}

formatter: {'memory_template': '', '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-gy-grpo-cp624-98f-2782-v3-mkmlizer
Waiting for job on chaiml-gy-grpo-cp624-98f-2782-v3-mkmlizer to finish
chaiml-gy-grpo-cp624-98f-2782-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-gy-grpo-cp624-98f-2782-v3-mkmlizer: ║                                                                     ║
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chaiml-gy-grpo-cp624-98f-2782-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-gy-grpo-cp624-98f-2782-v3-mkmlizer: ║                                                                     ║
chaiml-gy-grpo-cp624-98f-2782-v3-mkmlizer: ║  Version: 0.29.15                                                   ║
chaiml-gy-grpo-cp624-98f-2782-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-gy-grpo-cp624-98f-2782-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-gy-grpo-cp624-98f-2782-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-gy-grpo-cp624-98f-2782-v3-mkmlizer: ║                                                                     ║
chaiml-gy-grpo-cp624-98f-2782-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-gy-grpo-cp624-98f-2782-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-gy-grpo-cp624-98f-2782-v3-mkmlizer: ║                                                                     ║
chaiml-gy-grpo-cp624-98f-2782-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-gy-grpo-cp624-98f-2782-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-gy-grpo-cp624-98f-2782-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-gy-grpo-cp624-98f-2782-v3-mkmlizer: ║                                                                     ║
chaiml-gy-grpo-cp624-98f-2782-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-gy-grpo-cp624-98f-2782-v3-mkmlizer: Downloaded to shared memory in 183.622s
chaiml-gy-grpo-cp624-98f-2782-v3-mkmlizer: Checking if ChaiML/gy_grpo_cp624_98ff_b35_r1_merged already exists in ChaiML
chaiml-gy-grpo-cp624-98f-2782-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpygv4y7z1, device:0
chaiml-gy-grpo-cp624-98f-2782-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-gy-grpo-cp624-98f-2782-v3-mkmlizer: quantized model in 60.705s
chaiml-gy-grpo-cp624-98f-2782-v3-mkmlizer: Processed model ChaiML/gy_grpo_cp624_98ff_b35_r1_merged in 244.328s
chaiml-gy-grpo-cp624-98f-2782-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-gy-grpo-cp624-98f-2782-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-gy-grpo-cp624-98f-2782-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-gy-grpo-cp624-98f-2782-v3/nvidia
chaiml-gy-grpo-cp624-98f-2782-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-gy-grpo-cp624-98f-2782-v3/nvidia/config.json
chaiml-gy-grpo-cp624-98f-2782-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-gy-grpo-cp624-98f-2782-v3/nvidia/special_tokens_map.json
chaiml-gy-grpo-cp624-98f-2782-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-gy-grpo-cp624-98f-2782-v3/nvidia/tokenizer_config.json
chaiml-gy-grpo-cp624-98f-2782-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-gy-grpo-cp624-98f-2782-v3/nvidia/tokenizer.json
chaiml-gy-grpo-cp624-98f-2782-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-gy-grpo-cp624-98f-2782-v3/nvidia/flywheel_model.1.safetensors
chaiml-gy-grpo-cp624-98f-2782-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-gy-grpo-cp624-98f-2782-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-gy-grpo-cp624-98f-2782-v3-mkmlizer completed after 270.91s with status: succeeded
Stopping job with name chaiml-gy-grpo-cp624-98f-2782-v3-mkmlizer
Pipeline stage MKMLizer completed in 271.43s
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Running pipeline stage MKMLTemplater
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-gy-grpo-cp624-98f-2782-v3
Waiting for inference service chaiml-gy-grpo-cp624-98f-2782-v3 to be ready
Inference service chaiml-gy-grpo-cp624-98f-2782-v3 ready after 201.1152582168579s
Pipeline stage MKMLDeployer completed in 201.71s
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Running pipeline stage StressChecker
Connection pool is full, discarding connection: %s. Connection pool size: %s
Received healthy response to inference request in 2.6275253295898438s
Received healthy response to inference request in 2.28024959564209s
Received healthy response to inference request in 2.680020332336426s
Received healthy response to inference request in 2.062577724456787s
Received healthy response to inference request in 2.380401611328125s
5 requests
0 failed requests
5th percentile: 2.1061120986938477
10th percentile: 2.1496464729309084
20th percentile: 2.236715221405029
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95th percentile: 2.6695213317871094
99th percentile: 2.6779205322265627
mean time: 2.406154918670654
Pipeline stage StressChecker completed in 13.55s
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chaiml-gy-grpo-cp624-98f_2782_v3 status is now deployed due to DeploymentManager action
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 3357.89s
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chaiml-gy-grpo-cp624-98f_2782_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-gy-grpo-cp624-98f_2782_v3 status is now torndown due to DeploymentManager action