chaiml-exp-grpo-cp312-_36146

developer_uid: rirv938
submission_id: chaiml-exp-grpo-cp312-_36146_v46
model_name: chaiml-exp-grpo-cp312-_36146_v46
model_group: ChaiML/exp_grpo_cp312_96
status: torndown
timestamp: 2025-10-18T17:45:37+00:00
num_battles: 5633
num_wins: 2981
celo_rating: 1298.21
family_friendly_score: 0.525
family_friendly_standard_error: 0.007062223445912767
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: chaiml-llama31-mer-v2-_44570_v27
latencies: [{'batch_size': 1, 'throughput': 0.5225424000837043, 'latency_mean': 1.9135980093479157, 'latency_p50': 1.9267604351043701, 'latency_p90': 2.107242560386658}, {'batch_size': 3, 'throughput': 1.0384749823115516, 'latency_mean': 2.8750869941711428, 'latency_p50': 2.8828306198120117, 'latency_p90': 3.2239390134811403}, {'batch_size': 5, 'throughput': 1.3168441338469894, 'latency_mean': 3.7684568119049073, 'latency_p50': 3.768380284309387, 'latency_p90': 4.270314741134643}, {'batch_size': 6, 'throughput': 1.3934795819264238, 'latency_mean': 4.28801281452179, 'latency_p50': 4.282372832298279, 'latency_p90': 4.868528962135315}, {'batch_size': 8, 'throughput': 1.5315489340408772, 'latency_mean': 5.207785874605179, 'latency_p50': 5.180087208747864, 'latency_p90': 5.932255911827087}, {'batch_size': 10, 'throughput': 1.604700450577481, 'latency_mean': 6.188696283102035, 'latency_p50': 6.22687041759491, 'latency_p90': 6.988156008720398}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-exp-grpo-cp312-_36146_v46
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: 1.31
us_pacific_date: 2025-10-18
win_ratio: 0.5292029114148766
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-v46-mkmlizer
Waiting for job on chaiml-exp-grpo-cp312-36146-v46-mkmlizer to finish
Failed to get response for submission chaiml-exp-grpo-cp312-_36146_v45: HTTPConnectionPool(host='chaiml-exp-grpo-cp312-36146-v45-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-exp-grpo-cp312-_36146_v44: HTTPConnectionPool(host='chaiml-exp-grpo-cp312-36146-v44-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-mistral31-24b-s_69496_v49: HTTPConnectionPool(host='chaiml-mistral31-24b-s-69496-v49-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-mistral31-24b-s_69496_v46: HTTPConnectionPool(host='chaiml-mistral31-24b-s-69496-v46-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-mistral31-24b-s_69496_v46: HTTPConnectionPool(host='chaiml-mistral31-24b-s-69496-v46-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-mistral31-24b-s_69496_v50: HTTPConnectionPool(host='chaiml-mistral31-24b-s-69496-v50-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-mistral31-24b-s_69496_v46: HTTPConnectionPool(host='chaiml-mistral31-24b-s-69496-v46-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-mistral31-24b-s_69496_v50: HTTPConnectionPool(host='chaiml-mistral31-24b-s-69496-v50-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-mistral31-24b-s_69496_v47: HTTPConnectionPool(host='chaiml-mistral31-24b-s-69496-v47-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-mistral31-24b-s_69496_v47: HTTPConnectionPool(host='chaiml-mistral31-24b-s-69496-v47-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-mistral31-24b-s_69496_v46: HTTPConnectionPool(host='chaiml-mistral31-24b-s-69496-v46-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-v46-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-exp-grpo-cp312-36146-v46-mkmlizer: ║                                                                     ║
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chaiml-exp-grpo-cp312-36146-v46-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-exp-grpo-cp312-36146-v46-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v46-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-exp-grpo-cp312-36146-v46-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-exp-grpo-cp312-36146-v46-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-exp-grpo-cp312-36146-v46-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-exp-grpo-cp312-36146-v46-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v46-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-exp-grpo-cp312-36146-v46-mkmlizer: ║  belonging to:                                                      ║
chaiml-exp-grpo-cp312-36146-v46-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v46-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-exp-grpo-cp312-36146-v46-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-exp-grpo-cp312-36146-v46-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-exp-grpo-cp312-36146-v46-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v46-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Failed to get response for submission chaiml-mistral31-24b-s_69496_v46: HTTPConnectionPool(host='chaiml-mistral31-24b-s-69496-v46-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-exp-grpo-cp312-_36146_v44: HTTPConnectionPool(host='chaiml-exp-grpo-cp312-36146-v44-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-mistral31-24b-s_69496_v50: HTTPConnectionPool(host='rirv938-iterative-rm-pa-25268-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-mistral31-24b-s_69496_v49: HTTPConnectionPool(host='chaiml-mistral31-24b-s-69496-v49-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-v46-mkmlizer: Downloaded to shared memory in 85.394s
chaiml-exp-grpo-cp312-36146-v46-mkmlizer: Checking if ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_merged already exists in ChaiML
chaiml-exp-grpo-cp312-36146-v46-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp7xtpoa8s, device:0
chaiml-exp-grpo-cp312-36146-v46-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission chaiml-mistral31-24b-s_69496_v49: HTTPConnectionPool(host='chaiml-mistral31-24b-s-69496-v49-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-mistral31-24b-s_69496_v47: HTTPConnectionPool(host='chaiml-mistral31-24b-s-69496-v47-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-mistral31-24b-s_69496_v50: HTTPConnectionPool(host='rirv938-iterative-rm-pa-25268-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-mistral31-24b-s_69496_v46: HTTPConnectionPool(host='chaiml-mistral31-24b-s-69496-v46-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-v46-mkmlizer: quantized model in 289.693s
chaiml-exp-grpo-cp312-36146-v46-mkmlizer: Processed model ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_merged in 375.087s
chaiml-exp-grpo-cp312-36146-v46-mkmlizer: creating bucket guanaco-mkml-models
chaiml-exp-grpo-cp312-36146-v46-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-exp-grpo-cp312-36146-v46-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v46/nvidia
chaiml-exp-grpo-cp312-36146-v46-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v46/nvidia/config.json
chaiml-exp-grpo-cp312-36146-v46-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v46/nvidia/special_tokens_map.json
chaiml-exp-grpo-cp312-36146-v46-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v46/nvidia/tokenizer_config.json
chaiml-exp-grpo-cp312-36146-v46-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v46/nvidia/tokenizer.json
chaiml-exp-grpo-cp312-36146-v46-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v46/nvidia/flywheel_model.1.safetensors
chaiml-exp-grpo-cp312-36146-v46-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v46/nvidia/flywheel_model.0.safetensors
chaiml-exp-grpo-cp312-36146-v46-mkmlizer: 
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Job chaiml-exp-grpo-cp312-36146-v46-mkmlizer completed after 1350.94s with status: succeeded
Stopping job with name chaiml-exp-grpo-cp312-36146-v46-mkmlizer
Pipeline stage MKMLizer completed in 1351.45s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-exp-grpo-cp312-36146-v46
Waiting for inference service chaiml-exp-grpo-cp312-36146-v46 to be ready
Inference service chaiml-exp-grpo-cp312-36146-v46 ready after 80.35117030143738s
Pipeline stage MKMLDeployer completed in 80.90s
run pipeline stage %s
Running pipeline stage StressChecker
{"detail":"HTTPConnectionPool(host='chaiml-exp-grpo-cp312-36146-v46-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)"}
Received unhealthy response to inference request!
{"detail":"HTTPConnectionPool(host='chaiml-exp-grpo-cp312-36146-v46-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)"}
Received unhealthy response to inference request!
{"detail":"HTTPConnectionPool(host='chaiml-exp-grpo-cp312-36146-v46-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)"}
Received unhealthy response to inference request!
Failed to get response for submission chaiml-mistral31-24b-s_69496_v49: HTTPConnectionPool(host='chaiml-mistral31-24b-s-69496-v49-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
{"detail":"HTTPConnectionPool(host='chaiml-exp-grpo-cp312-36146-v46-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)"}
Received unhealthy response to inference request!
Received healthy response to inference request in 1.8717970848083496s
5 requests
4 failed requests
5th percentile: 3.96106333732605
10th percentile: 6.05032958984375
20th percentile: 10.228862094879151
30th percentile: 12.356781387329102
40th percentile: 12.434087467193603
50th percentile: 12.511393547058105
60th percentile: 12.545238494873047
70th percentile: 12.579083442687988
80th percentile: 12.620264530181885
90th percentile: 12.668781757354736
95th percentile: 12.693040370941162
99th percentile: 12.712447261810302
mean time: 10.40292477607727
%s, retrying in %s seconds...
Received healthy response to inference request in 3.5511741638183594s
Received healthy response to inference request in 1.7342922687530518s
Received healthy response to inference request in 2.3160693645477295s
Received healthy response to inference request in 3.7514283657073975s
Received healthy response to inference request in 1.7360680103302002s
5 requests
0 failed requests
5th percentile: 1.7346474170684814
10th percentile: 1.7350025653839112
20th percentile: 1.7357128620147706
30th percentile: 1.8520682811737061
40th percentile: 2.0840688228607176
50th percentile: 2.3160693645477295
60th percentile: 2.8101112842559814
70th percentile: 3.3041532039642334
80th percentile: 3.591225004196167
90th percentile: 3.671326684951782
95th percentile: 3.7113775253295898
99th percentile: 3.743418197631836
mean time: 2.6178064346313477
Pipeline stage StressChecker completed in 68.48s
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 0.67s
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 0.71s
Shutdown handler de-registered
chaiml-exp-grpo-cp312-_36146_v46 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 2848.28s
Shutdown handler de-registered
chaiml-exp-grpo-cp312-_36146_v46 status is now inactive due to auto deactivation removed underperforming models
chaiml-exp-grpo-cp312-_36146_v46 status is now torndown due to DeploymentManager action