chaiml-grpo-nis-24bsft-_40496

developer_uid: NischayDnk
submission_id: chaiml-grpo-nis-24bsft-_40496_v2
model_name: chaiml-grpo-nis-24bsft-_40496_v2
model_group: ChaiML/grpo_nis_24bsft_o
status: torndown
timestamp: 2025-09-04T20:14:27+00:00
num_battles: 6200
num_wins: 3410
celo_rating: 1283.27
family_friendly_score: 0.5596
family_friendly_standard_error: 0.0070206529610856
submission_type: basic
model_repo: ChaiML/grpo_nis_24bsft_osmodels_v1_cp_beta20_data1000_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-grpo-nis-24bsft-_40496_v2
is_internal_developer: False
language_model: ChaiML/grpo_nis_24bsft_osmodels_v1_cp_beta20_data1000_merged
model_size: 24B
ranking_group: single
us_pacific_date: 2025-09-04
win_ratio: 0.55
generation_params: {'temperature': 0.5, 'top_p': 0.95, 'min_p': 0.025, 'top_k': 60, 'presence_penalty': 0.35, 'frequency_penalty': 0.35, 'stopping_words': ['\n', '<|im_start|>', '<|im_end|>'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': '<|system|>{bot_name}memory:{memory}\n', 'prompt_template': '', 'bot_template': '<|im_start|>assistant\n{message}<|im_end|>\n', 'user_template': '<|im_start|>user\nYou:{message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\n', 'truncate_by_message': True}
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-grpo-nis-24bsft-40496-v2-mkmlizer
Waiting for job on chaiml-grpo-nis-24bsft-40496-v2-mkmlizer to finish
HTTP Request: %s %s "%s %d %s"
Failed to get response for submission blend_dajab_2025-08-21: ('http://chaiml-0sw-95p-5ff-rin-63828-v26-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:49932->127.0.0.1:8080: read: connection reset by peer\n')
HTTP Request: %s %s "%s %d %s"
chaiml-grpo-nis-24bsft-40496-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-grpo-nis-24bsft-40496-v2-mkmlizer: ║                                                                     ║
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chaiml-grpo-nis-24bsft-40496-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-grpo-nis-24bsft-40496-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-grpo-nis-24bsft-40496-v2-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-24bsft-40496-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-grpo-nis-24bsft-40496-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-grpo-nis-24bsft-40496-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-grpo-nis-24bsft-40496-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-grpo-nis-24bsft-40496-v2-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-24bsft-40496-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-grpo-nis-24bsft-40496-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-grpo-nis-24bsft-40496-v2-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-24bsft-40496-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-grpo-nis-24bsft-40496-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-grpo-nis-24bsft-40496-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-grpo-nis-24bsft-40496-v2-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-24bsft-40496-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-grpo-nis-24bsft-40496-v2-mkmlizer: Downloaded to shared memory in 33.221s
chaiml-grpo-nis-24bsft-40496-v2-mkmlizer: Checking if ChaiML/grpo_nis_24bsft_osmodels_v1_cp_beta20_data1000_merged already exists in ChaiML
chaiml-grpo-nis-24bsft-40496-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpt36p7ech, device:0
chaiml-grpo-nis-24bsft-40496-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-grpo-nis-24bsft-40496-v2-mkmlizer: quantized model in 285.962s
chaiml-grpo-nis-24bsft-40496-v2-mkmlizer: Processed model ChaiML/grpo_nis_24bsft_osmodels_v1_cp_beta20_data1000_merged in 319.184s
chaiml-grpo-nis-24bsft-40496-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-grpo-nis-24bsft-40496-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-grpo-nis-24bsft-40496-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-40496-v2/nvidia
chaiml-grpo-nis-24bsft-40496-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-40496-v2/nvidia/config.json
chaiml-grpo-nis-24bsft-40496-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-40496-v2/nvidia/special_tokens_map.json
chaiml-grpo-nis-24bsft-40496-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-40496-v2/nvidia/tokenizer_config.json
chaiml-grpo-nis-24bsft-40496-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-40496-v2/nvidia/tokenizer.json
chaiml-grpo-nis-24bsft-40496-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-40496-v2/nvidia/flywheel_model.1.safetensors
chaiml-grpo-nis-24bsft-40496-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-40496-v2/nvidia/flywheel_model.0.safetensors
chaiml-grpo-nis-24bsft-40496-v2-mkmlizer: 
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Job chaiml-grpo-nis-24bsft-40496-v2-mkmlizer completed after 411.69s with status: succeeded
Stopping job with name chaiml-grpo-nis-24bsft-40496-v2-mkmlizer
Pipeline stage MKMLizer completed in 412.38s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.18s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-grpo-nis-24bsft-40496-v2
Waiting for inference service chaiml-grpo-nis-24bsft-40496-v2 to be ready
Failed to get response for submission blend_rurun_2025-08-28: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-cogito32b-dpos2_39363_v14/predict', '{"detail":"list index out of range"}')
Failed to get response for submission blend_rurun_2025-08-28: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-nitral-dpos1-beta_5231_v4/predict', '{"detail":"list index out of range"}')
HTTP Request: %s %s "%s %d %s"
Inference service chaiml-grpo-nis-24bsft-40496-v2 ready after 100.23367023468018s
Pipeline stage MKMLDeployer completed in 100.79s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.091618537902832s
Received healthy response to inference request in 1.9617114067077637s
Received healthy response to inference request in 1.6959092617034912s
Received healthy response to inference request in 1.9469518661499023s
Received healthy response to inference request in 2.0635321140289307s
5 requests
0 failed requests
5th percentile: 1.7461177825927734
10th percentile: 1.7963263034820556
20th percentile: 1.8967433452606202
30th percentile: 1.9499037742614747
40th percentile: 1.955807590484619
50th percentile: 1.9617114067077637
60th percentile: 2.0024396896362306
70th percentile: 2.043167972564697
80th percentile: 2.069149398803711
90th percentile: 2.0803839683532717
95th percentile: 2.086001253128052
99th percentile: 2.090495080947876
mean time: 1.951944637298584
Pipeline stage StressChecker completed in 11.30s
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 1.16s
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 0.93s
Shutdown handler de-registered
chaiml-grpo-nis-24bsft-_40496_v2 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 2787.82s
Shutdown handler de-registered
chaiml-grpo-nis-24bsft-_40496_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-grpo-nis-24bsft-_40496_v2 status is now torndown due to DeploymentManager action