chaiml-grpo-nis-12b-dpo_60732

developer_uid: NischayDnk
submission_id: chaiml-grpo-nis-12b-dpo_60732_v2
model_name: chaiml-grpo-nis-12b-dpo_60732_v2
model_group: ChaiML/grpo_nis_12b_dpo_
status: torndown
timestamp: 2025-07-24T18:30:51+00:00
num_battles: 7782
num_wins: 4080
celo_rating: 1297.1
family_friendly_score: 0.5422
family_friendly_standard_error: 0.007045837920361212
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': 0.6695132325150452, 'latency_mean': 1.4935181224346161, 'latency_p50': 1.5021122694015503, 'latency_p90': 1.6362718105316163}, {'batch_size': 3, 'throughput': 1.1484507401147772, 'latency_mean': 2.6077609765529632, 'latency_p50': 2.601523995399475, 'latency_p90': 2.873413157463074}, {'batch_size': 5, 'throughput': 1.3335053008700701, 'latency_mean': 3.734783922433853, 'latency_p50': 3.7371145486831665, 'latency_p90': 4.210147356986999}, {'batch_size': 6, 'throughput': 1.3704074363830865, 'latency_mean': 4.355409708023071, 'latency_p50': 4.383764743804932, 'latency_p90': 4.87456111907959}, {'batch_size': 8, 'throughput': 1.4295480354402967, 'latency_mean': 5.565790451765061, 'latency_p50': 5.646347999572754, 'latency_p90': 6.260696005821228}, {'batch_size': 10, 'throughput': 1.4788620724470825, 'latency_mean': 6.706610807180405, 'latency_p50': 6.725690603256226, 'latency_p90': 7.627091193199157}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: chaiml-grpo-nis-12b-dpo_60732_v2
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: 1.33
us_pacific_date: 2025-07-24
win_ratio: 0.5242868157286045
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': ['\n', 'Bot:', '<|eot_id|>', '</s>', '<|im_end|>', '####', 'User:', 'You:'], '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': 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-v2-mkmlizer
Waiting for job on chaiml-grpo-nis-12b-dpo-60732-v2-mkmlizer to finish
chaiml-grpo-nis-12b-dpo-60732-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-grpo-nis-12b-dpo-60732-v2-mkmlizer: ║                                                                     ║
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chaiml-grpo-nis-12b-dpo-60732-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-grpo-nis-12b-dpo-60732-v2-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12b-dpo-60732-v2-mkmlizer: ║  Version: 0.29.15                                                   ║
chaiml-grpo-nis-12b-dpo-60732-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-grpo-nis-12b-dpo-60732-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-grpo-nis-12b-dpo-60732-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-grpo-nis-12b-dpo-60732-v2-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12b-dpo-60732-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-grpo-nis-12b-dpo-60732-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-grpo-nis-12b-dpo-60732-v2-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12b-dpo-60732-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-grpo-nis-12b-dpo-60732-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-grpo-nis-12b-dpo-60732-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-grpo-nis-12b-dpo-60732-v2-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12b-dpo-60732-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-grpo-nis-12b-dpo-60732-v2-mkmlizer: Downloaded to shared memory in 32.537s
chaiml-grpo-nis-12b-dpo-60732-v2-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-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp0hntst78, device:0
chaiml-grpo-nis-12b-dpo-60732-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
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', '')
chaiml-grpo-nis-12b-dpo-60732-v2-mkmlizer: quantized model in 164.394s
chaiml-grpo-nis-12b-dpo-60732-v2-mkmlizer: Processed model ChaiML/grpo_nis_12b_dpo_70k_v4_cp_12k_beta40_rmens3000_kd07_kl03 in 196.932s
chaiml-grpo-nis-12b-dpo-60732-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-grpo-nis-12b-dpo-60732-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-grpo-nis-12b-dpo-60732-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-grpo-nis-12b-dpo-60732-v2/nvidia
chaiml-grpo-nis-12b-dpo-60732-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-grpo-nis-12b-dpo-60732-v2/nvidia/config.json
chaiml-grpo-nis-12b-dpo-60732-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-grpo-nis-12b-dpo-60732-v2/nvidia/special_tokens_map.json
chaiml-grpo-nis-12b-dpo-60732-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-grpo-nis-12b-dpo-60732-v2/nvidia/tokenizer_config.json
chaiml-grpo-nis-12b-dpo-60732-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-grpo-nis-12b-dpo-60732-v2/nvidia/tokenizer.json
chaiml-grpo-nis-12b-dpo-60732-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-grpo-nis-12b-dpo-60732-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-grpo-nis-12b-dpo-60732-v2-mkmlizer completed after 222.53s with status: succeeded
Stopping job with name chaiml-grpo-nis-12b-dpo-60732-v2-mkmlizer
Pipeline stage MKMLizer completed in 223.30s
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-v2
Waiting for inference service chaiml-grpo-nis-12b-dpo-60732-v2 to be ready
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', '')
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', '')
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-v2 ready after 190.7930543422699s
Pipeline stage MKMLDeployer completed in 191.34s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.350440740585327s
Received healthy response to inference request in 1.9096949100494385s
Received healthy response to inference request in 1.9146480560302734s
Received healthy response to inference request in 1.4015421867370605s
Received healthy response to inference request in 2.081996440887451s
5 requests
0 failed requests
5th percentile: 1.5031727313995362
10th percentile: 1.6048032760620117
20th percentile: 1.8080643653869628
30th percentile: 1.9106855392456055
40th percentile: 1.9126667976379395
50th percentile: 1.9146480560302734
60th percentile: 1.9815874099731445
70th percentile: 2.0485267639160156
80th percentile: 2.1356853008270265
90th percentile: 2.2430630207061766
95th percentile: 2.296751880645752
99th percentile: 2.339702968597412
mean time: 1.9316644668579102
Pipeline stage StressChecker completed in 11.29s
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 0.94s
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 0.68s
Shutdown handler de-registered
chaiml-grpo-nis-12b-dpo_60732_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
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 8265.16s
Shutdown handler de-registered
chaiml-grpo-nis-12b-dpo_60732_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-grpo-nis-12b-dpo_60732_v2 status is now torndown due to DeploymentManager action