chaiml-grpo-nis-12b-dpo_60732

developer_uid: NischayDnk
submission_id: chaiml-grpo-nis-12b-dpo_60732_v1
model_name: chaiml-grpo-nis-12b-dpo_60732_v1
model_group: ChaiML/grpo_nis_12b_dpo_
status: torndown
timestamp: 2025-07-24T18:28:43+00:00
num_battles: 5929
num_wins: 3113
celo_rating: 1295.5
family_friendly_score: 0.5329999999999999
family_friendly_standard_error: 0.007055650218087628
submission_type: basic
model_repo: ChaiML/grpo_nis_12b_dpo_70k_v4_cp_12k_beta40_rmens3000_kd07_kl03
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.665410918069795, 'latency_mean': 1.502727395296097, 'latency_p50': 1.508054494857788, 'latency_p90': 1.644023585319519}, {'batch_size': 3, 'throughput': 1.1413238850828273, 'latency_mean': 2.6208217668533327, 'latency_p50': 2.6370891332626343, 'latency_p90': 2.8790841341018676}, {'batch_size': 5, 'throughput': 1.3346365153548554, 'latency_mean': 3.7305396401882174, 'latency_p50': 3.7499821186065674, 'latency_p90': 4.226707792282104}, {'batch_size': 6, 'throughput': 1.3778175194535565, 'latency_mean': 4.337193578481674, 'latency_p50': 4.3719446659088135, 'latency_p90': 4.874612259864807}, {'batch_size': 8, 'throughput': 1.453718797372301, 'latency_mean': 5.466149611473083, 'latency_p50': 5.544727325439453, 'latency_p90': 6.033821988105774}, {'batch_size': 10, 'throughput': 1.4731993366917795, 'latency_mean': 6.7467711997032165, 'latency_p50': 6.724926590919495, 'latency_p90': 7.589342093467712}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: chaiml-grpo-nis-12b-dpo_60732_v1
is_internal_developer: False
language_model: ChaiML/grpo_nis_12b_dpo_70k_v4_cp_12k_beta40_rmens3000_kd07_kl03
model_size: 13B
ranking_group: single
throughput_3p7s: 1.34
us_pacific_date: 2025-07-24
win_ratio: 0.5250463821892394
generation_params: {'temperature': 1.0, 'top_p': 0.96, 'min_p': 0.02, 'top_k': 40, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['User:', '<|eot_id|>', 'Bot:', 'You:', '####', '\n', '<|im_end|>', '</s>'], 'max_input_tokens': 1024, 'best_of': 8, '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': 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-12b-dpo-60732-v1-mkmlizer
Waiting for job on chaiml-grpo-nis-12b-dpo-60732-v1-mkmlizer to finish
chaiml-grpo-nis-12b-dpo-60732-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-grpo-nis-12b-dpo-60732-v1-mkmlizer: ║                                                                     ║
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chaiml-grpo-nis-12b-dpo-60732-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-grpo-nis-12b-dpo-60732-v1-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12b-dpo-60732-v1-mkmlizer: ║  Version: 0.29.15                                                   ║
chaiml-grpo-nis-12b-dpo-60732-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-grpo-nis-12b-dpo-60732-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-grpo-nis-12b-dpo-60732-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-grpo-nis-12b-dpo-60732-v1-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12b-dpo-60732-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-grpo-nis-12b-dpo-60732-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-grpo-nis-12b-dpo-60732-v1-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12b-dpo-60732-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-grpo-nis-12b-dpo-60732-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-grpo-nis-12b-dpo-60732-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-grpo-nis-12b-dpo-60732-v1-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12b-dpo-60732-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-grpo-nis-12b-dpo-60732-v1-mkmlizer: Downloaded to shared memory in 43.006s
chaiml-grpo-nis-12b-dpo-60732-v1-mkmlizer: Checking if ChaiML/grpo_nis_12b_dpo_70k_v4_cp_12k_beta40_rmens3000_kd07_kl03 already exists in ChaiML
chaiml-grpo-nis-12b-dpo-60732-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpybn615qu, device:0
chaiml-grpo-nis-12b-dpo-60732-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-grpo-nis-12b-dpo-60732-v1-mkmlizer: quantized model in 162.482s
chaiml-grpo-nis-12b-dpo-60732-v1-mkmlizer: Processed model ChaiML/grpo_nis_12b_dpo_70k_v4_cp_12k_beta40_rmens3000_kd07_kl03 in 205.488s
chaiml-grpo-nis-12b-dpo-60732-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-grpo-nis-12b-dpo-60732-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-grpo-nis-12b-dpo-60732-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-grpo-nis-12b-dpo-60732-v1/nvidia
chaiml-grpo-nis-12b-dpo-60732-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-grpo-nis-12b-dpo-60732-v1/nvidia/config.json
chaiml-grpo-nis-12b-dpo-60732-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-grpo-nis-12b-dpo-60732-v1/nvidia/special_tokens_map.json
chaiml-grpo-nis-12b-dpo-60732-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-grpo-nis-12b-dpo-60732-v1/nvidia/tokenizer_config.json
chaiml-grpo-nis-12b-dpo-60732-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-grpo-nis-12b-dpo-60732-v1/nvidia/tokenizer.json
chaiml-grpo-nis-12b-dpo-60732-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-grpo-nis-12b-dpo-60732-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-grpo-nis-12b-dpo-60732-v1-mkmlizer completed after 232.48s with status: succeeded
Stopping job with name chaiml-grpo-nis-12b-dpo-60732-v1-mkmlizer
Pipeline stage MKMLizer completed in 232.99s
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-grpo-nis-12b-dpo-60732-v1
Waiting for inference service chaiml-grpo-nis-12b-dpo-60732-v1 to be ready
Failed to get response for submission blend_fihal_2025-07-23: HTTPConnectionPool(host='guanaco-model-mesh.k2.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-next-door-annoyi_15417_v1: ('http://chaiml-next-door-annoyi-15417-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Inference service chaiml-grpo-nis-12b-dpo-60732-v1 ready after 190.90359091758728s
Pipeline stage MKMLDeployer completed in 191.45s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.4449009895324707s
Received healthy response to inference request in 1.7257277965545654s
Received healthy response to inference request in 1.6840777397155762s
Received healthy response to inference request in 2.594491720199585s
Received healthy response to inference request in 2.0894649028778076s
5 requests
0 failed requests
5th percentile: 1.692407751083374
10th percentile: 1.700737762451172
20th percentile: 1.7173977851867677
30th percentile: 1.7984752178192138
40th percentile: 1.9439700603485108
50th percentile: 2.0894649028778076
60th percentile: 2.231639337539673
70th percentile: 2.373813772201538
80th percentile: 2.4748191356658937
90th percentile: 2.5346554279327393
95th percentile: 2.564573574066162
99th percentile: 2.5885080909729004
mean time: 2.107732629776001
Pipeline stage StressChecker completed in 12.10s
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 1.04s
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-grpo-nis-12b-dpo_60732_v1 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 3241.79s
Shutdown handler de-registered
chaiml-grpo-nis-12b-dpo_60732_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-grpo-nis-12b-dpo_60732_v1 status is now torndown due to DeploymentManager action