chaiml-exp-grpo-cp312-_36146

developer_uid: zonemercy
submission_id: chaiml-exp-grpo-cp312-_36146_v33
model_name: chaiml-exp-grpo-cp312-_36146_v33
model_group: ChaiML/exp_grpo_cp312_96
status: torndown
timestamp: 2025-10-02T21:14:10+00:00
num_battles: 5323
num_wins: 2755
celo_rating: 1298.3
family_friendly_score: 0.5194
family_friendly_standard_error: 0.00706574327300391
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': 0.5450732701533157, 'latency_mean': 1.8345115733146669, 'latency_p50': 1.84111487865448, 'latency_p90': 2.045138359069824}, {'batch_size': 3, 'throughput': 1.1078706380022367, 'latency_mean': 2.694016958475113, 'latency_p50': 2.7033761739730835, 'latency_p90': 2.936531686782837}, {'batch_size': 5, 'throughput': 1.433607247486639, 'latency_mean': 3.4714006972312927, 'latency_p50': 3.447664976119995, 'latency_p90': 3.9926533222198484}, {'batch_size': 6, 'throughput': 1.5349500900162485, 'latency_mean': 3.879637989997864, 'latency_p50': 3.8998143672943115, 'latency_p90': 4.308387756347656}, {'batch_size': 8, 'throughput': 1.6788174010516492, 'latency_mean': 4.714053990840912, 'latency_p50': 4.721166968345642, 'latency_p90': 5.339251637458801}, {'batch_size': 10, 'throughput': 1.7699905264684375, 'latency_mean': 5.598995901346207, 'latency_p50': 5.574030756950378, 'latency_p90': 6.463691210746765}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-exp-grpo-cp312-_36146_v33
is_internal_developer: True
language_model: ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_merged
model_size: 24B
ranking_group: single
throughput_3p7s: 1.5
us_pacific_date: 2025-10-02
win_ratio: 0.5175652827352997
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', 'You:', '</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-v33-mkmlizer
Waiting for job on chaiml-exp-grpo-cp312-36146-v33-mkmlizer to finish
chaiml-exp-grpo-cp312-36146-v33-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-exp-grpo-cp312-36146-v33-mkmlizer: ║                                                                     ║
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chaiml-exp-grpo-cp312-36146-v33-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-exp-grpo-cp312-36146-v33-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v33-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-exp-grpo-cp312-36146-v33-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-exp-grpo-cp312-36146-v33-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-exp-grpo-cp312-36146-v33-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-exp-grpo-cp312-36146-v33-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v33-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-exp-grpo-cp312-36146-v33-mkmlizer: ║  belonging to:                                                      ║
chaiml-exp-grpo-cp312-36146-v33-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v33-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-exp-grpo-cp312-36146-v33-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-exp-grpo-cp312-36146-v33-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-exp-grpo-cp312-36146-v33-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v33-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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', '')
chaiml-exp-grpo-cp312-36146-v33-mkmlizer: Downloaded to shared memory in 117.534s
chaiml-exp-grpo-cp312-36146-v33-mkmlizer: Checking if ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_merged already exists in ChaiML
chaiml-exp-grpo-cp312-36146-v33-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp9k96ozs0, device:0
chaiml-exp-grpo-cp312-36146-v33-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-exp-grpo-cp312-36146-v33-mkmlizer: quantized model in 289.960s
chaiml-exp-grpo-cp312-36146-v33-mkmlizer: Processed model ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_merged in 407.494s
chaiml-exp-grpo-cp312-36146-v33-mkmlizer: creating bucket guanaco-mkml-models
chaiml-exp-grpo-cp312-36146-v33-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-exp-grpo-cp312-36146-v33-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v33/nvidia
chaiml-exp-grpo-cp312-36146-v33-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v33/nvidia/config.json
chaiml-exp-grpo-cp312-36146-v33-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v33/nvidia/special_tokens_map.json
chaiml-exp-grpo-cp312-36146-v33-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v33/nvidia/tokenizer_config.json
chaiml-exp-grpo-cp312-36146-v33-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v33/nvidia/tokenizer.json
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', '')
chaiml-exp-grpo-cp312-36146-v33-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v33/nvidia/flywheel_model.1.safetensors
chaiml-exp-grpo-cp312-36146-v33-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v33/nvidia/flywheel_model.0.safetensors
chaiml-exp-grpo-cp312-36146-v33-mkmlizer: 
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Job chaiml-exp-grpo-cp312-36146-v33-mkmlizer completed after 500.88s with status: succeeded
Stopping job with name chaiml-exp-grpo-cp312-36146-v33-mkmlizer
Pipeline stage MKMLizer completed in 502.27s
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-v33
Waiting for inference service chaiml-exp-grpo-cp312-36146-v33 to be ready
Inference service chaiml-exp-grpo-cp312-36146-v33 ready after 50.45418381690979s
Pipeline stage MKMLDeployer completed in 50.92s
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 2.3113245964050293s
Received healthy response to inference request in 1.9068922996520996s
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', '')
Received healthy response to inference request in 1.6773412227630615s
Received healthy response to inference request in 1.8262479305267334s
5 requests
1 failed requests
5th percentile: 1.707122564315796
10th percentile: 1.7369039058685303
20th percentile: 1.796466588973999
30th percentile: 1.8423768043518067
40th percentile: 1.8746345520019532
50th percentile: 1.9068922996520996
60th percentile: 2.0686652183532717
70th percentile: 2.2304381370544433
80th percentile: 5.889814710617069
90th percentile: 13.046794939041138
95th percentile: 16.625285053253172
99th percentile: 19.488077144622803
mean time: 5.585116243362426
%s, retrying in %s seconds...
Received healthy response to inference request in 2.0253937244415283s
Received healthy response to inference request in 2.141014337539673s
Received healthy response to inference request in 2.0052969455718994s
Received healthy response to inference request in 1.9681673049926758s
Received healthy response to inference request in 2.0655434131622314s
5 requests
0 failed requests
5th percentile: 1.9755932331085204
10th percentile: 1.9830191612243653
20th percentile: 1.9978710174560548
30th percentile: 2.0093163013458253
40th percentile: 2.0173550128936766
50th percentile: 2.0253937244415283
60th percentile: 2.0414535999298096
70th percentile: 2.057513475418091
80th percentile: 2.0806375980377196
90th percentile: 2.1108259677886965
95th percentile: 2.1259201526641847
99th percentile: 2.137995500564575
mean time: 2.0410831451416014
Pipeline stage StressChecker completed in 42.53s
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 0.70s
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_v33 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 2524.66s
Shutdown handler de-registered
chaiml-exp-grpo-cp312-_36146_v33 status is now inactive due to auto deactivation removed underperforming models
chaiml-exp-grpo-cp312-_36146_v33 status is now torndown due to DeploymentManager action