chaiml-exp-grpo-cp312-_36146

developer_uid: NischayDnk
submission_id: chaiml-exp-grpo-cp312-_36146_v29
model_name: chaiml-exp-grpo-cp312-_36146_v29
model_group: ChaiML/exp_grpo_cp312_96
status: torndown
timestamp: 2025-09-11T22:14:30+00:00
num_battles: 6826
num_wins: 3729
celo_rating: 1293.19
family_friendly_score: 0.5266
family_friendly_standard_error: 0.007061054312211456
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': 0.517973142412408, 'latency_mean': 1.9304964756965637, 'latency_p50': 1.9487608671188354, 'latency_p90': 2.1339868545532226}, {'batch_size': 3, 'throughput': 1.031089961865613, 'latency_mean': 2.8977814435958864, 'latency_p50': 2.8848544359207153, 'latency_p90': 3.2240060091018674}, {'batch_size': 5, 'throughput': 1.2897312898326252, 'latency_mean': 3.861972237825394, 'latency_p50': 3.8272459506988525, 'latency_p90': 4.442476344108582}, {'batch_size': 6, 'throughput': 1.3760881769087405, 'latency_mean': 4.337419064044952, 'latency_p50': 4.316488265991211, 'latency_p90': 4.945277285575867}, {'batch_size': 8, 'throughput': 1.4845470183824656, 'latency_mean': 5.336862018108368, 'latency_p50': 5.349683523178101, 'latency_p90': 6.0266145944595335}, {'batch_size': 10, 'throughput': 1.5714770448076205, 'latency_mean': 6.309348477125168, 'latency_p50': 6.211320400238037, 'latency_p90': 7.4510122537612915}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-exp-grpo-cp312-_36146_v29
is_internal_developer: False
language_model: ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_merged
model_size: 24B
ranking_group: single
throughput_3p7s: 1.26
us_pacific_date: 2025-09-11
win_ratio: 0.5462935833577498
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
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Running pipeline stage MKMLizer
Starting job with name chaiml-exp-grpo-cp312-36146-v29-mkmlizer
Waiting for job on chaiml-exp-grpo-cp312-36146-v29-mkmlizer to finish
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chaiml-exp-grpo-cp312-36146-v29-mkmlizer: ║                                                                     ║
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chaiml-exp-grpo-cp312-36146-v29-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v29-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-exp-grpo-cp312-36146-v29-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-exp-grpo-cp312-36146-v29-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-exp-grpo-cp312-36146-v29-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-exp-grpo-cp312-36146-v29-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v29-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-exp-grpo-cp312-36146-v29-mkmlizer: ║  belonging to:                                                      ║
chaiml-exp-grpo-cp312-36146-v29-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v29-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-exp-grpo-cp312-36146-v29-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-exp-grpo-cp312-36146-v29-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-exp-grpo-cp312-36146-v29-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v29-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', '')
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-cogito32b-dpos2_39363_v19: ('http://chaiml-cogito32b-dpos2-39363-v19-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:37674->127.0.0.1:8080: read: connection reset by peer\n')
Retrying request to %s in %f seconds
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', '')
Retrying request to %s in %f seconds
Retrying request to %s in %f seconds
Retrying request to %s in %f seconds
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 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', '')
Job chaiml-exp-grpo-cp312-36146-v29-mkmlizer completed after 7750.4s with status: failed
Stopping job with name chaiml-exp-grpo-cp312-36146-v29-mkmlizer
%s, retrying in %s seconds...
Starting job with name chaiml-exp-grpo-cp312-36146-v29-mkmlizer
Waiting for job on chaiml-exp-grpo-cp312-36146-v29-mkmlizer to finish
Job chaiml-exp-grpo-cp312-36146-v29-mkmlizer completed after 141.96s with status: failed
Stopping job with name chaiml-exp-grpo-cp312-36146-v29-mkmlizer
%s, retrying in %s seconds...
Starting job with name chaiml-exp-grpo-cp312-36146-v29-mkmlizer
Waiting for job on chaiml-exp-grpo-cp312-36146-v29-mkmlizer to finish
chaiml-exp-grpo-cp312-36146-v29-mkmlizer: Downloaded to shared memory in 114.045s
chaiml-exp-grpo-cp312-36146-v29-mkmlizer: Checking if ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_merged already exists in ChaiML
chaiml-exp-grpo-cp312-36146-v29-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpe20sfqus, device:0
chaiml-exp-grpo-cp312-36146-v29-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-exp-grpo-cp312-36146-v29-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-exp-grpo-cp312-36146-v29-mkmlizer: ║                                                                     ║
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chaiml-exp-grpo-cp312-36146-v29-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v29-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-exp-grpo-cp312-36146-v29-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-exp-grpo-cp312-36146-v29-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-exp-grpo-cp312-36146-v29-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-exp-grpo-cp312-36146-v29-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v29-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-exp-grpo-cp312-36146-v29-mkmlizer: ║  belonging to:                                                      ║
chaiml-exp-grpo-cp312-36146-v29-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v29-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-exp-grpo-cp312-36146-v29-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-exp-grpo-cp312-36146-v29-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-exp-grpo-cp312-36146-v29-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v29-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-exp-grpo-cp312-36146-v29-mkmlizer: Downloaded to shared memory in 141.930s
chaiml-exp-grpo-cp312-36146-v29-mkmlizer: Checking if ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_merged already exists in ChaiML
chaiml-exp-grpo-cp312-36146-v29-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpxm7lngvw, device:0
chaiml-exp-grpo-cp312-36146-v29-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-exp-grpo-cp312-36146-v29-mkmlizer: quantized model in 293.256s
chaiml-exp-grpo-cp312-36146-v29-mkmlizer: Processed model ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_merged in 435.186s
chaiml-exp-grpo-cp312-36146-v29-mkmlizer: creating bucket guanaco-mkml-models
chaiml-exp-grpo-cp312-36146-v29-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-exp-grpo-cp312-36146-v29-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v29/nvidia
chaiml-exp-grpo-cp312-36146-v29-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v29/nvidia/config.json
chaiml-exp-grpo-cp312-36146-v29-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v29/nvidia/special_tokens_map.json
chaiml-exp-grpo-cp312-36146-v29-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v29/nvidia/tokenizer_config.json
chaiml-exp-grpo-cp312-36146-v29-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v29/nvidia/tokenizer.json
chaiml-exp-grpo-cp312-36146-v29-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v29/nvidia/flywheel_model.1.safetensors
chaiml-exp-grpo-cp312-36146-v29-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v29/nvidia/flywheel_model.0.safetensors
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Job chaiml-exp-grpo-cp312-36146-v29-mkmlizer completed after 499.52s with status: succeeded
Stopping job with name chaiml-exp-grpo-cp312-36146-v29-mkmlizer
Pipeline stage MKMLizer completed in 8393.16s
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-v29
Waiting for inference service chaiml-exp-grpo-cp312-36146-v29 to be ready
Inference service chaiml-exp-grpo-cp312-36146-v29 ready after 60.35013794898987s
Pipeline stage MKMLDeployer completed in 60.89s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0641777515411377s
Received healthy response to inference request in 2.0698580741882324s
Received healthy response to inference request in 1.6649985313415527s
Received healthy response to inference request in 1.9417715072631836s
Received healthy response to inference request in 2.031566858291626s
5 requests
0 failed requests
5th percentile: 1.720353126525879
10th percentile: 1.775707721710205
20th percentile: 1.8864169120788574
30th percentile: 1.959730577468872
40th percentile: 1.9956487178802491
50th percentile: 2.031566858291626
60th percentile: 2.0446112155914307
70th percentile: 2.0576555728912354
80th percentile: 2.0653138160705566
90th percentile: 2.0675859451293945
95th percentile: 2.0687220096588135
99th percentile: 2.0696308612823486
mean time: 1.9544745445251466
Pipeline stage StressChecker completed in 11.14s
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 0.76s
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_v29 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 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-exp-grpo-cp312-36146-v29-profiler
Waiting for inference service chaiml-exp-grpo-cp312-36146-v29-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 2484.99s
Shutdown handler de-registered
chaiml-exp-grpo-cp312-_36146_v29 status is now inactive due to auto deactivation removed underperforming models
chaiml-exp-grpo-cp312-_36146_v29 status is now torndown due to DeploymentManager action