chaiml-exp-grpo-cp312-_36146

developer_uid: rirv938
submission_id: chaiml-exp-grpo-cp312-_36146_v13
model_name: chaiml-exp-grpo-cp312-_36146_v13
model_group: ChaiML/exp_grpo_cp312_96
status: torndown
timestamp: 2025-07-21T22:31:16+00:00
num_battles: 5781
num_wins: 3093
celo_rating: 1301.89
family_friendly_score: 0.5302
family_friendly_standard_error: 0.007058157833315999
submission_type: basic
model_repo: ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_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': 0.5548618811184505, 'latency_mean': 1.802151883840561, 'latency_p50': 1.7928575277328491, 'latency_p90': 1.9827790021896363}, {'batch_size': 3, 'throughput': 1.1146705697825474, 'latency_mean': 2.68062077999115, 'latency_p50': 2.6892677545547485, 'latency_p90': 2.9590179443359377}, {'batch_size': 5, 'throughput': 1.390059887850978, 'latency_mean': 3.570508713722229, 'latency_p50': 3.582864761352539, 'latency_p90': 4.001571798324585}, {'batch_size': 6, 'throughput': 1.5060010311948302, 'latency_mean': 3.948982592821121, 'latency_p50': 3.9370198249816895, 'latency_p90': 4.456453108787536}, {'batch_size': 8, 'throughput': 1.6121088132169012, 'latency_mean': 4.928118350505829, 'latency_p50': 4.91092586517334, 'latency_p90': 5.53836874961853}, {'batch_size': 10, 'throughput': 1.6987900588640543, 'latency_mean': 5.818819365501404, 'latency_p50': 5.758535742759705, 'latency_p90': 6.530729532241821}]
gpu_counts: {'NVIDIA A100-SXM4-80GB': 1}
display_name: chaiml-exp-grpo-cp312-_36146_v13
ineligible_reason: num_battles<10000
is_internal_developer: True
language_model: ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_merged
model_size: 24B
ranking_group: single
throughput_3p7s: 1.44
us_pacific_date: 2025-07-21
win_ratio: 0.5350285417747794
generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 80, 'presence_penalty': 0.5, 'frequency_penalty': 0.5, 'stopping_words': ['You:', '\n', '###', '</s>'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': '', 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{bot_name}:', '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-exp-grpo-cp312-36146-v13-mkmlizer
Waiting for job on chaiml-exp-grpo-cp312-36146-v13-mkmlizer to finish
chaiml-exp-grpo-cp312-36146-v13-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-exp-grpo-cp312-36146-v13-mkmlizer: ║                                                                     ║
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chaiml-exp-grpo-cp312-36146-v13-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-exp-grpo-cp312-36146-v13-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v13-mkmlizer: ║  Version: 0.29.15                                                   ║
chaiml-exp-grpo-cp312-36146-v13-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-exp-grpo-cp312-36146-v13-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-exp-grpo-cp312-36146-v13-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-exp-grpo-cp312-36146-v13-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v13-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-exp-grpo-cp312-36146-v13-mkmlizer: ║  belonging to:                                                      ║
chaiml-exp-grpo-cp312-36146-v13-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v13-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-exp-grpo-cp312-36146-v13-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-exp-grpo-cp312-36146-v13-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-exp-grpo-cp312-36146-v13-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v13-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-exp-grpo-cp312-36146-v13-mkmlizer: Downloaded to shared memory in 153.145s
chaiml-exp-grpo-cp312-36146-v13-mkmlizer: Checking if ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_merged already exists in ChaiML
chaiml-exp-grpo-cp312-36146-v13-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp_2sids_y, device:0
chaiml-exp-grpo-cp312-36146-v13-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission chaiml-llama-8b-nis-retu_8785_v1: HTTPConnectionPool(host='chaiml-llama-8b-nis-retu-8785-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-exp-grpo-cp312-36146-v13-mkmlizer: quantized model in 327.637s
chaiml-exp-grpo-cp312-36146-v13-mkmlizer: Processed model ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_merged in 480.783s
chaiml-exp-grpo-cp312-36146-v13-mkmlizer: creating bucket guanaco-mkml-models
chaiml-exp-grpo-cp312-36146-v13-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-exp-grpo-cp312-36146-v13-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v13/nvidia
chaiml-exp-grpo-cp312-36146-v13-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v13/nvidia/config.json
chaiml-exp-grpo-cp312-36146-v13-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v13/nvidia/special_tokens_map.json
chaiml-exp-grpo-cp312-36146-v13-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v13/nvidia/tokenizer_config.json
chaiml-exp-grpo-cp312-36146-v13-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v13/nvidia/tokenizer.json
chaiml-exp-grpo-cp312-36146-v13-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v13/nvidia/flywheel_model.1.safetensors
chaiml-exp-grpo-cp312-36146-v13-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v13/nvidia/flywheel_model.0.safetensors
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Job chaiml-exp-grpo-cp312-36146-v13-mkmlizer completed after 522.41s with status: succeeded
Stopping job with name chaiml-exp-grpo-cp312-36146-v13-mkmlizer
Pipeline stage MKMLizer completed in 522.92s
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-exp-grpo-cp312-36146-v13
Waiting for inference service chaiml-exp-grpo-cp312-36146-v13 to be ready
Inference service chaiml-exp-grpo-cp312-36146-v13 ready after 321.1925780773163s
Pipeline stage MKMLDeployer completed in 321.76s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.8428475856781006s
Received healthy response to inference request in 1.985868215560913s
Received healthy response to inference request in 1.9563705921173096s
Received healthy response to inference request in 1.9944653511047363s
Received healthy response to inference request in 1.993558406829834s
5 requests
0 failed requests
5th percentile: 1.9622701168060304
10th percentile: 1.968169641494751
20th percentile: 1.9799686908721923
30th percentile: 1.9874062538146973
40th percentile: 1.9904823303222656
50th percentile: 1.993558406829834
60th percentile: 1.9939211845397948
70th percentile: 1.994283962249756
80th percentile: 2.1641417980194095
90th percentile: 2.503494691848755
95th percentile: 2.6731711387634274
99th percentile: 2.808912296295166
mean time: 2.154622030258179
Pipeline stage StressChecker completed in 12.64s
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 1.39s
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 0.72s
Shutdown handler de-registered
chaiml-exp-grpo-cp312-_36146_v13 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
Pipeline stage OfflineFamilyFriendlyScorer completed in 2934.64s
Shutdown handler de-registered
chaiml-exp-grpo-cp312-_36146_v13 status is now inactive due to auto deactivation removed underperforming models
chaiml-exp-grpo-cp312-_36146_v13 status is now torndown due to DeploymentManager action