chaiml-exp-grpo-cp312-_36146

developer_uid: rirv938
submission_id: chaiml-exp-grpo-cp312-_36146_v45
model_name: chaiml-exp-grpo-cp312-_36146_v45
model_group: ChaiML/exp_grpo_cp312_96
status: torndown
timestamp: 2025-10-18T17:16:48+00:00
num_battles: 6102
num_wins: 3364
celo_rating: 1310.11
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_25268_v1
latencies: [{'batch_size': 1, 'throughput': 0.5226251863095708, 'latency_mean': 1.9133173322677612, 'latency_p50': 1.9092421531677246, 'latency_p90': 2.1186211585998533}, {'batch_size': 3, 'throughput': 1.0263390570300697, 'latency_mean': 2.917544071674347, 'latency_p50': 2.8977696895599365, 'latency_p90': 3.2023624420166015}, {'batch_size': 5, 'throughput': 1.2810466520198527, 'latency_mean': 3.8876279020309448, 'latency_p50': 3.8998000621795654, 'latency_p90': 4.38967752456665}, {'batch_size': 6, 'throughput': 1.3640323342120655, 'latency_mean': 4.363279919624329, 'latency_p50': 4.352595686912537, 'latency_p90': 4.985754299163818}, {'batch_size': 8, 'throughput': 1.4847708263919694, 'latency_mean': 5.346030685901642, 'latency_p50': 5.358054995536804, 'latency_p90': 6.10780656337738}, {'batch_size': 10, 'throughput': 1.5610540436911862, 'latency_mean': 6.367038636207581, 'latency_p50': 6.405668258666992, 'latency_p90': 7.259845161437989}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-exp-grpo-cp312-_36146_v45
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: 1.25
us_pacific_date: 2025-10-18
win_ratio: 0.5512946574893478
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-v45-mkmlizer
Waiting for job on chaiml-exp-grpo-cp312-36146-v45-mkmlizer to finish
chaiml-exp-grpo-cp312-36146-v45-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-exp-grpo-cp312-36146-v45-mkmlizer: ║                                                                     ║
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chaiml-exp-grpo-cp312-36146-v45-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-exp-grpo-cp312-36146-v45-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v45-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-exp-grpo-cp312-36146-v45-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-exp-grpo-cp312-36146-v45-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-exp-grpo-cp312-36146-v45-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-exp-grpo-cp312-36146-v45-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v45-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-exp-grpo-cp312-36146-v45-mkmlizer: ║  belonging to:                                                      ║
chaiml-exp-grpo-cp312-36146-v45-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v45-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-exp-grpo-cp312-36146-v45-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-exp-grpo-cp312-36146-v45-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-exp-grpo-cp312-36146-v45-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v45-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-exp-grpo-cp312-36146-v45-mkmlizer: Downloaded to shared memory in 88.721s
chaiml-exp-grpo-cp312-36146-v45-mkmlizer: Checking if ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_merged already exists in ChaiML
chaiml-exp-grpo-cp312-36146-v45-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp6u2ah6zq, device:0
chaiml-exp-grpo-cp312-36146-v45-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-exp-grpo-cp312-36146-v45-mkmlizer: quantized model in 291.668s
chaiml-exp-grpo-cp312-36146-v45-mkmlizer: Processed model ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_merged in 380.390s
chaiml-exp-grpo-cp312-36146-v45-mkmlizer: creating bucket guanaco-mkml-models
chaiml-exp-grpo-cp312-36146-v45-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-exp-grpo-cp312-36146-v45-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v45/nvidia
chaiml-exp-grpo-cp312-36146-v45-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v45/nvidia/config.json
chaiml-exp-grpo-cp312-36146-v45-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v45/nvidia/special_tokens_map.json
chaiml-exp-grpo-cp312-36146-v45-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v45/nvidia/tokenizer_config.json
chaiml-exp-grpo-cp312-36146-v45-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v45/nvidia/tokenizer.json
chaiml-exp-grpo-cp312-36146-v45-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v45/nvidia/flywheel_model.1.safetensors
chaiml-exp-grpo-cp312-36146-v45-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v45/nvidia/flywheel_model.0.safetensors
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Job chaiml-exp-grpo-cp312-36146-v45-mkmlizer completed after 509.78s with status: succeeded
Stopping job with name chaiml-exp-grpo-cp312-36146-v45-mkmlizer
Pipeline stage MKMLizer completed in 515.36s
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-v45
Waiting for inference service chaiml-exp-grpo-cp312-36146-v45 to be ready
Inference service chaiml-exp-grpo-cp312-36146-v45 ready after 70.5969672203064s
Pipeline stage MKMLDeployer completed in 71.07s
run pipeline stage %s
Running pipeline stage StressChecker
HTTPConnectionPool(host='guanaco-submitter.guanaco-backend.k2.chaiverse.com', port=80): Read timed out. (read timeout=20)
Received unhealthy response to inference request!
Received healthy response to inference request in 2.7097694873809814s
Received healthy response to inference request in 1.843914270401001s
Received healthy response to inference request in 2.3922061920166016s
Received healthy response to inference request in 1.8233559131622314s
5 requests
1 failed requests
5th percentile: 1.8274675846099853
10th percentile: 1.8315792560577393
20th percentile: 1.8398025989532472
30th percentile: 1.953572654724121
40th percentile: 2.1728894233703615
50th percentile: 2.3922061920166016
60th percentile: 2.5192315101623537
70th percentile: 2.6462568283081054
80th percentile: 6.197888135910038
90th percentile: 13.174125432968141
95th percentile: 16.66224408149719
99th percentile: 19.452739000320435
mean time: 5.783921718597412
%s, retrying in %s seconds...
Received healthy response to inference request in 1.8776848316192627s
Received healthy response to inference request in 1.6976392269134521s
Received healthy response to inference request in 1.768589973449707s
Received healthy response to inference request in 1.8405418395996094s
Received healthy response to inference request in 2.2492008209228516s
5 requests
0 failed requests
5th percentile: 1.711829376220703
10th percentile: 1.726019525527954
20th percentile: 1.754399824142456
30th percentile: 1.7829803466796874
40th percentile: 1.8117610931396484
50th percentile: 1.8405418395996094
60th percentile: 1.8553990364074706
70th percentile: 1.870256233215332
80th percentile: 1.9519880294799805
90th percentile: 2.100594425201416
95th percentile: 2.1748976230621335
99th percentile: 2.2343401813507078
mean time: 1.8867313385009765
Pipeline stage StressChecker completed in 41.64s
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 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 0.62s
Shutdown handler de-registered
chaiml-exp-grpo-cp312-_36146_v45 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
Pipeline stage OfflineFamilyFriendlyScorer completed in 2544.53s
Shutdown handler de-registered
chaiml-exp-grpo-cp312-_36146_v45 status is now torndown due to DeploymentManager action