developer_uid: rirv938
submission_id: chaiml-exp-grpo-cp312-_36146_v44
model_name: chaiml-exp-grpo-cp312-_36146_v44
model_group: ChaiML/exp_grpo_cp312_96
status: torndown
timestamp: 2025-10-18T17:16:44+00:00
num_battles: 5520
num_wins: 2983
celo_rating: 1307.94
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
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: 7
max_input_tokens: 1280
max_output_tokens: 64
reward_model: rirv938-iterative-rm-pa_57704_v1
latencies: [{'batch_size': 1, 'throughput': 0.5197582503247105, 'latency_mean': 1.9238691699504853, 'latency_p50': 1.9302945137023926, 'latency_p90': 2.1140364170074464}, {'batch_size': 3, 'throughput': 1.0265128664061653, 'latency_mean': 2.914981247186661, 'latency_p50': 2.914364457130432, 'latency_p90': 3.167695188522339}, {'batch_size': 5, 'throughput': 1.307221642037054, 'latency_mean': 3.8021048390865326, 'latency_p50': 3.791156768798828, 'latency_p90': 4.295896577835083}, {'batch_size': 6, 'throughput': 1.3938873470446216, 'latency_mean': 4.285396008491516, 'latency_p50': 4.23459267616272, 'latency_p90': 4.968250274658203}, {'batch_size': 8, 'throughput': 1.5204093178821305, 'latency_mean': 5.233141574859619, 'latency_p50': 5.228035092353821, 'latency_p90': 5.937305641174317}, {'batch_size': 10, 'throughput': 1.5915131521780788, 'latency_mean': 6.240375882387161, 'latency_p50': 6.195612072944641, 'latency_p90': 7.2283182621002195}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-exp-grpo-cp312-_36146_v44
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: 1.29
us_pacific_date: 2025-10-18
win_ratio: 0.5403985507246377
generation_params: {'temperature': 0.9, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 80, 'presence_penalty': 0.45, 'frequency_penalty': 0.45, 'stopping_words': ['\n'], 'max_input_tokens': 1280, 'best_of': 7, '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-v44-mkmlizer
Waiting for job on chaiml-exp-grpo-cp312-36146-v44-mkmlizer to finish
chaiml-exp-grpo-cp312-36146-v44-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-exp-grpo-cp312-36146-v44-mkmlizer: ║                                                                     ║
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chaiml-exp-grpo-cp312-36146-v44-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-exp-grpo-cp312-36146-v44-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v44-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-exp-grpo-cp312-36146-v44-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-exp-grpo-cp312-36146-v44-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-exp-grpo-cp312-36146-v44-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-exp-grpo-cp312-36146-v44-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v44-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-exp-grpo-cp312-36146-v44-mkmlizer: ║  belonging to:                                                      ║
chaiml-exp-grpo-cp312-36146-v44-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v44-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-exp-grpo-cp312-36146-v44-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-exp-grpo-cp312-36146-v44-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-exp-grpo-cp312-36146-v44-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v44-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-exp-grpo-cp312-36146-v44-mkmlizer: Downloaded to shared memory in 90.942s
chaiml-exp-grpo-cp312-36146-v44-mkmlizer: Checking if ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_merged already exists in ChaiML
chaiml-exp-grpo-cp312-36146-v44-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp8knls0e1, device:0
chaiml-exp-grpo-cp312-36146-v44-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission chaiml-mistral31-24b-s_69496_v48: HTTPConnectionPool(host='chaiml-mistral31-24b-s-69496-v48-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-exp-grpo-cp312-36146-v44-mkmlizer: quantized model in 291.024s
chaiml-exp-grpo-cp312-36146-v44-mkmlizer: Processed model ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_merged in 381.967s
chaiml-exp-grpo-cp312-36146-v44-mkmlizer: creating bucket guanaco-mkml-models
chaiml-exp-grpo-cp312-36146-v44-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-exp-grpo-cp312-36146-v44-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v44/nvidia
chaiml-exp-grpo-cp312-36146-v44-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v44/nvidia/config.json
chaiml-exp-grpo-cp312-36146-v44-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v44/nvidia/special_tokens_map.json
chaiml-exp-grpo-cp312-36146-v44-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v44/nvidia/tokenizer_config.json
chaiml-exp-grpo-cp312-36146-v44-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v44/nvidia/tokenizer.json
Failed to get response for submission chaiml-grpo-nis-12bsftj_56492_v5: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-grpo-nis-12bsftj_56492_v5/predict', '{"detail":"1 validation error for RuntimeResponse\\npredictions\\n  Field required [type=missing, input_value={\'detail\': \\"503, message=...sftj_56492_v5/predict\'\\"}, input_type=dict]\\n    For further information visit https://errors.pydantic.dev/2.11/v/missing"}')
chaiml-exp-grpo-cp312-36146-v44-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v44/nvidia/flywheel_model.1.safetensors
chaiml-exp-grpo-cp312-36146-v44-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v44/nvidia/flywheel_model.0.safetensors
chaiml-exp-grpo-cp312-36146-v44-mkmlizer: 
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Job chaiml-exp-grpo-cp312-36146-v44-mkmlizer completed after 448.82s with status: succeeded
Stopping job with name chaiml-exp-grpo-cp312-36146-v44-mkmlizer
Pipeline stage MKMLizer completed in 449.35s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.59s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-exp-grpo-cp312-36146-v44
Waiting for inference service chaiml-exp-grpo-cp312-36146-v44 to be ready
Failed to get response for submission mistralai-mistral-nem_93303_v569: ('http://mistralai-mistral-nem-93303-v569-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Inference service chaiml-exp-grpo-cp312-36146-v44 ready after 110.52451801300049s
Pipeline stage MKMLDeployer completed in 111.07s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.2880468368530273s
Received healthy response to inference request in 1.810246229171753s
Received healthy response to inference request in 1.6946022510528564s
Received healthy response to inference request in 1.768965244293213s
Received healthy response to inference request in 1.8877811431884766s
5 requests
0 failed requests
5th percentile: 1.7094748497009278
10th percentile: 1.7243474483489991
20th percentile: 1.7540926456451416
30th percentile: 1.777221441268921
40th percentile: 1.793733835220337
50th percentile: 1.810246229171753
60th percentile: 1.8412601947784424
70th percentile: 1.8722741603851318
80th percentile: 1.9678342819213868
90th percentile: 2.127940559387207
95th percentile: 2.207993698120117
99th percentile: 2.2720362091064454
mean time: 1.8899283409118652
Pipeline stage StressChecker completed in 10.69s
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 0.63s
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-exp-grpo-cp312-_36146_v44 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
%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
chaiml-exp-grpo-cp312-_36146_v44 status is now inactive due to auto deactivation removed underperforming models
chaiml-exp-grpo-cp312-_36146_v44 status is now torndown due to DeploymentManager action