chaiml-exp-grpo-cp312-_36146

developer_uid: NischayDnk
submission_id: chaiml-exp-grpo-cp312-_36146_v30
model_name: chaiml-exp-grpo-cp312-_36146_v30
model_group: ChaiML/exp_grpo_cp312_96
status: torndown
timestamp: 2025-09-11T22:15:31+00:00
num_battles: 5689
num_wins: 3169
celo_rating: 1301.86
family_friendly_score: 0.5258
family_friendly_standard_error: 0.007061647966303617
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: default
latencies: [{'batch_size': 1, 'throughput': 0.5251496898993601, 'latency_mean': 1.9041110169887543, 'latency_p50': 1.9120211601257324, 'latency_p90': 2.092779350280762}, {'batch_size': 3, 'throughput': 1.0263877497710605, 'latency_mean': 2.9159124624729156, 'latency_p50': 2.9237297773361206, 'latency_p90': 3.2325763225555417}, {'batch_size': 5, 'throughput': 1.2972505462307868, 'latency_mean': 3.832654777765274, 'latency_p50': 3.8275712728500366, 'latency_p90': 4.348875093460083}, {'batch_size': 6, 'throughput': 1.3823270236963412, 'latency_mean': 4.320346529483795, 'latency_p50': 4.3406312465667725, 'latency_p90': 4.953143143653869}, {'batch_size': 8, 'throughput': 1.5200924156450584, 'latency_mean': 5.237921605110168, 'latency_p50': 5.188899755477905, 'latency_p90': 6.069129610061646}, {'batch_size': 10, 'throughput': 1.5731959561457165, 'latency_mean': 6.2989278769493104, 'latency_p50': 6.226054668426514, 'latency_p90': 7.3112980127334595}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-exp-grpo-cp312-_36146_v30
is_internal_developer: False
language_model: ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_merged
model_size: 24B
ranking_group: single
throughput_3p7s: 1.27
us_pacific_date: 2025-09-11
win_ratio: 0.5570399015644226
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': "{bot_name}'s Persona: {memory}\n####\n", '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-v30-mkmlizer
Waiting for job on chaiml-exp-grpo-cp312-36146-v30-mkmlizer to finish
chaiml-exp-grpo-cp312-36146-v30-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-exp-grpo-cp312-36146-v30-mkmlizer: ║                                                                     ║
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chaiml-exp-grpo-cp312-36146-v30-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-exp-grpo-cp312-36146-v30-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v30-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-exp-grpo-cp312-36146-v30-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-exp-grpo-cp312-36146-v30-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-exp-grpo-cp312-36146-v30-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-exp-grpo-cp312-36146-v30-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v30-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-exp-grpo-cp312-36146-v30-mkmlizer: ║  belonging to:                                                      ║
chaiml-exp-grpo-cp312-36146-v30-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v30-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-exp-grpo-cp312-36146-v30-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-exp-grpo-cp312-36146-v30-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-exp-grpo-cp312-36146-v30-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v30-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-exp-grpo-cp312-36146-v30-mkmlizer: Downloaded to shared memory in 108.526s
chaiml-exp-grpo-cp312-36146-v30-mkmlizer: Checking if ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_merged already exists in ChaiML
chaiml-exp-grpo-cp312-36146-v30-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4z, folder:/tmp/tmpo0_xfx4x, device:0
chaiml-exp-grpo-cp312-36146-v30-mkmlizer: Saving flywheel model at /dev/shm/model_cache
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-v30-mkmlizer: quantized model in 397.389s
chaiml-exp-grpo-cp312-36146-v30-mkmlizer: Processed model ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_merged in 505.915s
chaiml-exp-grpo-cp312-36146-v30-mkmlizer: creating bucket guanaco-mkml-models
chaiml-exp-grpo-cp312-36146-v30-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-exp-grpo-cp312-36146-v30-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v30/nvidia
chaiml-exp-grpo-cp312-36146-v30-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v30/nvidia/config.json
chaiml-exp-grpo-cp312-36146-v30-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v30/nvidia/special_tokens_map.json
chaiml-exp-grpo-cp312-36146-v30-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v30/nvidia/tokenizer_config.json
chaiml-exp-grpo-cp312-36146-v30-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v30/nvidia/tokenizer.json
chaiml-exp-grpo-cp312-36146-v30-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v30/nvidia/flywheel_model.1.safetensors
chaiml-exp-grpo-cp312-36146-v30-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v30/nvidia/flywheel_model.0.safetensors
chaiml-exp-grpo-cp312-36146-v30-mkmlizer: 
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Job chaiml-exp-grpo-cp312-36146-v30-mkmlizer completed after 600.49s with status: succeeded
Stopping job with name chaiml-exp-grpo-cp312-36146-v30-mkmlizer
Pipeline stage MKMLizer completed in 601.05s
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-v30
Waiting for inference service chaiml-exp-grpo-cp312-36146-v30 to be ready
Inference service chaiml-exp-grpo-cp312-36146-v30 ready after 30.195844173431396s
Pipeline stage MKMLDeployer completed in 30.80s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.2412352561950684s
Received healthy response to inference request in 1.7073326110839844s
Received healthy response to inference request in 1.6778547763824463s
Received healthy response to inference request in 1.6624457836151123s
Received healthy response to inference request in 1.7474181652069092s
5 requests
0 failed requests
5th percentile: 1.665527582168579
10th percentile: 1.668609380722046
20th percentile: 1.6747729778289795
30th percentile: 1.6837503433227539
40th percentile: 1.6955414772033692
50th percentile: 1.7073326110839844
60th percentile: 1.7233668327331544
70th percentile: 1.7394010543823242
80th percentile: 1.8461815834045412
90th percentile: 2.0437084197998048
95th percentile: 2.1424718379974363
99th percentile: 2.221482572555542
mean time: 1.807257318496704
Pipeline stage StressChecker completed in 10.52s
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 0.74s
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 0.70s
Shutdown handler de-registered
chaiml-exp-grpo-cp312-_36146_v30 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 0.10s
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-v30-profiler
Waiting for inference service chaiml-exp-grpo-cp312-36146-v30-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 2867.78s
Shutdown handler de-registered
chaiml-exp-grpo-cp312-_36146_v30 status is now inactive due to auto deactivation removed underperforming models
chaiml-exp-grpo-cp312-_36146_v30 status is now torndown due to DeploymentManager action