developer_uid: rirv938
submission_id: chaiml-exp-grpo-cp312-_36146_v49
model_name: chaiml-exp-grpo-cp312-_36146_v49
model_group: ChaiML/exp_grpo_cp312_96
status: torndown
timestamp: 2025-10-18T17:45:49+00:00
num_battles: 6172
num_wins: 3315
celo_rating: 1307.07
family_friendly_score: 0.5322
family_friendly_standard_error: 0.007056389445034904
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': 0.5265407873168717, 'latency_mean': 1.8990693533420562, 'latency_p50': 1.9044445753097534, 'latency_p90': 2.09115617275238}, {'batch_size': 3, 'throughput': 1.0272465454946154, 'latency_mean': 2.9063176095485685, 'latency_p50': 2.916961908340454, 'latency_p90': 3.1488293409347534}, {'batch_size': 5, 'throughput': 1.30298953815932, 'latency_mean': 3.808150578737259, 'latency_p50': 3.812787175178528, 'latency_p90': 4.2338460206985475}, {'batch_size': 6, 'throughput': 1.3959220129071725, 'latency_mean': 4.268085504770279, 'latency_p50': 4.206475019454956, 'latency_p90': 4.829223108291626}, {'batch_size': 8, 'throughput': 1.5199647531443137, 'latency_mean': 5.230602889060974, 'latency_p50': 5.2316166162490845, 'latency_p90': 5.874317407608032}, {'batch_size': 10, 'throughput': 1.604723863634979, 'latency_mean': 6.19564885020256, 'latency_p50': 6.157490134239197, 'latency_p90': 7.162373471260071}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-exp-grpo-cp312-_36146_v49
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: 0.537103046014258
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-v49-mkmlizer
Waiting for job on chaiml-exp-grpo-cp312-36146-v49-mkmlizer to finish
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 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', '')
Failed to get response for submission blend_japef_2025-10-17: HTTPConnectionPool(host='chaiml-cs-feed-score-v2-14306-v3-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-nitral-dpos1-bet_5231_v12: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-nitral-dpos1-bet_5231_v12/predict', '{"detail":"1 validation error for RuntimeResponse\\npredictions\\n  Field required [type=missing, input_value={\'detail\': \\"503, message=...-bet_5231_v12/predict\'\\"}, input_type=dict]\\n    For further information visit https://errors.pydantic.dev/2.11/v/missing"}')
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', '')
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_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-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_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_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-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_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_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 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', '')
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-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_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_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_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 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', '')
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_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)
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)
Retrying (%r) after connection broken by '%r': %s
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)
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)
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 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', '')
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_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 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', '')
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)
Unable to record family friendly update due to error: Invalid JSON input: Extra data: line 1 column 14 (char 13)
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', '')
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 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', '')
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', '')
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', '')
Failed to get response for submission chaiml-llama-1-8b-user-_48416_v1: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-grpo-nis-cs-gudu_93481_v7/predict', '{"detail":"No connection available."}')
Failed to get response for submission blend_hemen_2025-09-02: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-grpo-nis-cs-gudu_93481_v7/predict', '{"detail":"No connection available."}')
chaiml-exp-grpo-cp312-36146-v49-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-exp-grpo-cp312-36146-v49-mkmlizer: ║                                                                     ║
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chaiml-exp-grpo-cp312-36146-v49-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v49-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-exp-grpo-cp312-36146-v49-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-exp-grpo-cp312-36146-v49-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-exp-grpo-cp312-36146-v49-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-exp-grpo-cp312-36146-v49-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v49-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-exp-grpo-cp312-36146-v49-mkmlizer: ║  belonging to:                                                      ║
chaiml-exp-grpo-cp312-36146-v49-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v49-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-exp-grpo-cp312-36146-v49-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-exp-grpo-cp312-36146-v49-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-exp-grpo-cp312-36146-v49-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v49-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-exp-grpo-cp312-36146-v49-mkmlizer: Downloaded to shared memory in 90.176s
chaiml-exp-grpo-cp312-36146-v49-mkmlizer: Checking if ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_merged already exists in ChaiML
chaiml-exp-grpo-cp312-36146-v49-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpggm99rcg, device:0
chaiml-exp-grpo-cp312-36146-v49-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-exp-grpo-cp312-36146-v49-mkmlizer: quantized model in 290.072s
chaiml-exp-grpo-cp312-36146-v49-mkmlizer: Processed model ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_merged in 380.248s
chaiml-exp-grpo-cp312-36146-v49-mkmlizer: creating bucket guanaco-mkml-models
chaiml-exp-grpo-cp312-36146-v49-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-exp-grpo-cp312-36146-v49-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v49/nvidia
chaiml-exp-grpo-cp312-36146-v49-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v49/nvidia/config.json
chaiml-exp-grpo-cp312-36146-v49-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v49/nvidia/special_tokens_map.json
chaiml-exp-grpo-cp312-36146-v49-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v49/nvidia/tokenizer_config.json
chaiml-exp-grpo-cp312-36146-v49-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v49/nvidia/tokenizer.json
chaiml-exp-grpo-cp312-36146-v49-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v49/nvidia/flywheel_model.1.safetensors
chaiml-exp-grpo-cp312-36146-v49-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v49/nvidia/flywheel_model.0.safetensors
chaiml-exp-grpo-cp312-36146-v49-mkmlizer: 
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Job chaiml-exp-grpo-cp312-36146-v49-mkmlizer completed after 5532.14s with status: succeeded
Stopping job with name chaiml-exp-grpo-cp312-36146-v49-mkmlizer
Pipeline stage MKMLizer completed in 5533.07s
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-exp-grpo-cp312-36146-v49
Waiting for inference service chaiml-exp-grpo-cp312-36146-v49 to be ready
Inference service chaiml-exp-grpo-cp312-36146-v49 ready after 80.35417819023132s
Pipeline stage MKMLDeployer completed in 80.91s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.1241157054901123s
Received healthy response to inference request in 1.7129371166229248s
Received healthy response to inference request in 2.0372474193573s
Received healthy response to inference request in 1.6827452182769775s
Received healthy response to inference request in 1.6671788692474365s
5 requests
0 failed requests
5th percentile: 1.6702921390533447
10th percentile: 1.673405408859253
20th percentile: 1.6796319484710693
30th percentile: 1.688783597946167
40th percentile: 1.700860357284546
50th percentile: 1.7129371166229248
60th percentile: 1.842661237716675
70th percentile: 1.9723853588104248
80th percentile: 2.0546210765838624
90th percentile: 2.089368391036987
95th percentile: 2.1067420482635497
99th percentile: 2.1206409740448
mean time: 1.8448448657989502
Pipeline stage StressChecker completed in 10.55s
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 0.99s
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 0.68s
Shutdown handler de-registered
chaiml-exp-grpo-cp312-_36146_v49 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-exp-grpo-cp312-36146-v49-profiler
Waiting for inference service chaiml-exp-grpo-cp312-36146-v49-profiler to be ready
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 2892.78s
Shutdown handler de-registered
chaiml-exp-grpo-cp312-_36146_v49 status is now inactive due to auto deactivation removed underperforming models
chaiml-exp-grpo-cp312-_36146_v49 status is now torndown due to DeploymentManager action