chaiml-exp-grpo-cp312-9_36146

developer_uid: chai_backend_admin
submission_id: chaiml-exp-grpo-cp312-9_36146_v4
model_name: chaiml-exp-grpo-cp312-9_36146_v4
model_group: ChaiML/exp_grpo_cp312_96
status: torndown
timestamp: 2025-06-16T13:47:51+00:00
num_battles: 8618290
num_wins: 4597261
celo_rating: 1308.54
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: 8
max_input_tokens: 1024
max_output_tokens: 64
reward_model: default
display_name: chaiml-exp-grpo-cp312-9_36146_v4
is_internal_developer: True
language_model: ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_merged
model_size: 24B
ranking_group: single
us_pacific_date: 2025-06-16
win_ratio: 0.533430761786851
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': ['You:', '</s>', '\n', '###'], '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
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Running pipeline stage MKMLizer
Starting job with name chaiml-exp-grpo-cp312-9-36146-v4-mkmlizer
Waiting for job on chaiml-exp-grpo-cp312-9-36146-v4-mkmlizer to finish
chaiml-exp-grpo-cp312-9-36146-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-exp-grpo-cp312-9-36146-v4-mkmlizer: ║                                                                     ║
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chaiml-exp-grpo-cp312-9-36146-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-exp-grpo-cp312-9-36146-v4-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-9-36146-v4-mkmlizer: ║  Version: 0.27.1+vampire_v3                                         ║
chaiml-exp-grpo-cp312-9-36146-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-exp-grpo-cp312-9-36146-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-exp-grpo-cp312-9-36146-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-exp-grpo-cp312-9-36146-v4-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-9-36146-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-exp-grpo-cp312-9-36146-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-exp-grpo-cp312-9-36146-v4-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-9-36146-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-exp-grpo-cp312-9-36146-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-exp-grpo-cp312-9-36146-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-exp-grpo-cp312-9-36146-v4-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-9-36146-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-exp-grpo-cp312-9-36146-v4-mkmlizer: Downloaded to shared memory in 154.258s
chaiml-exp-grpo-cp312-9-36146-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpwiwvut4a, device:0
chaiml-exp-grpo-cp312-9-36146-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-exp-grpo-cp312-9-36146-v4-mkmlizer: quantized model in 56.568s
chaiml-exp-grpo-cp312-9-36146-v4-mkmlizer: Processed model ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_merged in 210.827s
chaiml-exp-grpo-cp312-9-36146-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-exp-grpo-cp312-9-36146-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-exp-grpo-cp312-9-36146-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-9-36146-v4
chaiml-exp-grpo-cp312-9-36146-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-9-36146-v4/config.json
chaiml-exp-grpo-cp312-9-36146-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-9-36146-v4/special_tokens_map.json
chaiml-exp-grpo-cp312-9-36146-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-9-36146-v4/tokenizer_config.json
chaiml-exp-grpo-cp312-9-36146-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-9-36146-v4/tokenizer.json
chaiml-exp-grpo-cp312-9-36146-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-9-36146-v4/flywheel_model.1.safetensors
chaiml-exp-grpo-cp312-9-36146-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-9-36146-v4/flywheel_model.0.safetensors
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Job chaiml-exp-grpo-cp312-9-36146-v4-mkmlizer completed after 238.03s with status: succeeded
Stopping job with name chaiml-exp-grpo-cp312-9-36146-v4-mkmlizer
Pipeline stage MKMLizer completed in 238.51s
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Inference service chaiml-exp-grpo-cp312-9-36146-v4 ready after 110.45283627510071s
Pipeline stage MKMLDeployer completed in 110.99s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.8113584518432617s
Received healthy response to inference request in 2.3413283824920654s
Received healthy response to inference request in 1.8614506721496582s
Received healthy response to inference request in 1.9154889583587646s
Received healthy response to inference request in 2.045544147491455s
5 requests
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mean time: 2.195034122467041
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Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-exp-grpo-cp312-9-36146-v4-profiler
Waiting for inference service chaiml-exp-grpo-cp312-9-36146-v4-profiler to be ready
Inference service chaiml-exp-grpo-cp312-9-36146-v4-profiler ready after 110.71510481834412s
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Running pipeline stage MKMLProfilerRunner
kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/chaiml-exp-grpo-cp312a8853ea7a9798f89c576d5633c8e8b8-deplo8wkdf:/code/chaiverse_profiler_1750082220 --namespace tenant-chaiml-guanaco
kubectl exec -it chaiml-exp-grpo-cp312a8853ea7a9798f89c576d5633c8e8b8-deplo8wkdf --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1750082220 && python profiles.py profile --best_of_n 8 --auto_batch 5 --batches 1,5,10,15,20,25,30,35,40,45,50,55,60,65,70,75,80,85,90,95,100,105,110,115,120,125,130,135,140,145,150,155,160,165,170,175,180,185,190,195 --samples 200 --input_tokens 1024 --output_tokens 64 --summary /code/chaiverse_profiler_1750082220/summary.json'
%s, retrying in %s seconds...
kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/chaiml-exp-grpo-cp312a8853ea7a9798f89c576d5633c8e8b8-deplo8wkdf:/code/chaiverse_profiler_1750082226 --namespace tenant-chaiml-guanaco
Received signal 15, running shutdown handler
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Running pipeline stage MKMLProfilerDeleter
Checking if service chaiml-exp-grpo-cp312-9-36146-v4-profiler is running
Tearing down inference service chaiml-exp-grpo-cp312-9-36146-v4-profiler
Service chaiml-exp-grpo-cp312-9-36146-v4-profiler has been torndown
Pipeline stage MKMLProfilerDeleter completed in 1.60s
Shutdown handler de-registered
Shutdown handler registered
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Running pipeline stage AMDMKMLizer
Starting job with name chaiml-exp-grpo-cp312-9-36146-v4-mkmlizer
Waiting for job on chaiml-exp-grpo-cp312-9-36146-v4-mkmlizer to finish
chaiml-exp-grpo-cp312-9-36146-v4-mkmlizer: bash: cannot set terminal process group (-1): Inappropriate ioctl for device
chaiml-exp-grpo-cp312-9-36146-v4-mkmlizer: bash: no job control in this shell
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chaiml-exp-grpo-cp312-9-36146-v4-mkmlizer: ║                                                                     ║
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chaiml-exp-grpo-cp312-9-36146-v4-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-9-36146-v4-mkmlizer: ║  Version: 0.29.10+gfx942                                            ║
chaiml-exp-grpo-cp312-9-36146-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA, ROCM                                     ║
chaiml-exp-grpo-cp312-9-36146-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-exp-grpo-cp312-9-36146-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-exp-grpo-cp312-9-36146-v4-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-9-36146-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-exp-grpo-cp312-9-36146-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-exp-grpo-cp312-9-36146-v4-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-9-36146-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-exp-grpo-cp312-9-36146-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-exp-grpo-cp312-9-36146-v4-mkmlizer: ║  Expiration: 2028-03-31 00:00:00                                    ║
chaiml-exp-grpo-cp312-9-36146-v4-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-9-36146-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-exp-grpo-cp312-9-36146-v4-mkmlizer: Downloaded to shared memory in 162.362s
chaiml-exp-grpo-cp312-9-36146-v4-mkmlizer: Checking if ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_merged already exists in ChaiML
chaiml-exp-grpo-cp312-9-36146-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp613f4j_3, device:0
chaiml-exp-grpo-cp312-9-36146-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-exp-grpo-cp312-9-36146-v4-mkmlizer: 
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chaiml-exp-grpo-cp312-9-36146-v4-mkmlizer: quantized model in 83.788s
chaiml-exp-grpo-cp312-9-36146-v4-mkmlizer: Processed model ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_merged in 246.192s
chaiml-exp-grpo-cp312-9-36146-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-exp-grpo-cp312-9-36146-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-exp-grpo-cp312-9-36146-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-9-36146-v4/amd
chaiml-exp-grpo-cp312-9-36146-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-9-36146-v4/amd/config.json
chaiml-exp-grpo-cp312-9-36146-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-9-36146-v4/amd/special_tokens_map.json
chaiml-exp-grpo-cp312-9-36146-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-9-36146-v4/amd/tokenizer_config.json
chaiml-exp-grpo-cp312-9-36146-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-9-36146-v4/amd/tokenizer.json
chaiml-exp-grpo-cp312-9-36146-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-9-36146-v4/amd/flywheel_model.1.safetensors
chaiml-exp-grpo-cp312-9-36146-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-9-36146-v4/amd/flywheel_model.0.safetensors
Job chaiml-exp-grpo-cp312-9-36146-v4-mkmlizer completed after 298.51s with status: succeeded
Stopping job with name chaiml-exp-grpo-cp312-9-36146-v4-mkmlizer
Pipeline stage AMDMKMLizer completed in 300.20s
Shutdown handler de-registered
chaiml-exp-grpo-cp312-9_36146_v4 status is now inactive due to system request
chaiml-exp-grpo-cp312-9_36146_v4 status is now torndown due to DeploymentManager action