chaiml-nurit-dpo-exp1-a_34962

developer_uid: NischayDnk
submission_id: chaiml-nurit-dpo-exp1-a_34962_v1
model_name: chaiml-nurit-dpo-exp1-a_34962_v1
model_group: ChaiML/nurit-dpo-exp1-av
status: torndown
timestamp: 2025-08-06T21:33:03+00:00
num_battles: 6884
num_wins: 3756
celo_rating: 1284.32
family_friendly_score: 0.46640000000000004
family_friendly_standard_error: 0.007055083840749166
submission_type: basic
model_repo: ChaiML/nurit-dpo-exp1-avb-prefv1-fix
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.5509443157585528, 'latency_mean': 1.814955984354019, 'latency_p50': 1.8159961700439453, 'latency_p90': 1.9964269399642944}, {'batch_size': 3, 'throughput': 1.0467412967152234, 'latency_mean': 2.852155593633652, 'latency_p50': 2.832931160926819, 'latency_p90': 3.1619736194610595}, {'batch_size': 5, 'throughput': 1.3004168138391625, 'latency_mean': 3.8185196006298066, 'latency_p50': 3.8225408792495728, 'latency_p90': 4.268238592147827}, {'batch_size': 6, 'throughput': 1.352016884648196, 'latency_mean': 4.406165053844452, 'latency_p50': 4.420544147491455, 'latency_p90': 4.928804039955139}, {'batch_size': 8, 'throughput': 1.477138220996723, 'latency_mean': 5.36260565161705, 'latency_p50': 5.351913213729858, 'latency_p90': 6.108497786521911}, {'batch_size': 10, 'throughput': 1.5655436645940766, 'latency_mean': 6.336924123764038, 'latency_p50': 6.367737531661987, 'latency_p90': 7.074391651153564}]
gpu_counts: {'NVIDIA A100-SXM4-80GB': 1}
display_name: chaiml-nurit-dpo-exp1-a_34962_v1
is_internal_developer: False
language_model: ChaiML/nurit-dpo-exp1-avb-prefv1-fix
model_size: 24B
ranking_group: single
throughput_3p7s: 1.29
us_pacific_date: 2025-08-06
win_ratio: 0.5456130156885531
generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 40, 'presence_penalty': 0.1, 'frequency_penalty': 0.1, 'stopping_words': ['####', '</s>', 'You:', '####\n', '\n'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': '', 'prompt_template': '', 'bot_template': '{bot_name}: {message}</s>\n', 'user_template': 'You: {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-nurit-dpo-exp1-a-34962-v1-mkmlizer
Waiting for job on chaiml-nurit-dpo-exp1-a-34962-v1-mkmlizer to finish
chaiml-nurit-dpo-exp1-a-34962-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nurit-dpo-exp1-a-34962-v1-mkmlizer: ║                                                                     ║
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chaiml-nurit-dpo-exp1-a-34962-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-nurit-dpo-exp1-a-34962-v1-mkmlizer: ║                                                                     ║
chaiml-nurit-dpo-exp1-a-34962-v1-mkmlizer: ║  Version: 0.29.15                                                   ║
chaiml-nurit-dpo-exp1-a-34962-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-nurit-dpo-exp1-a-34962-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-nurit-dpo-exp1-a-34962-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nurit-dpo-exp1-a-34962-v1-mkmlizer: ║                                                                     ║
chaiml-nurit-dpo-exp1-a-34962-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nurit-dpo-exp1-a-34962-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-nurit-dpo-exp1-a-34962-v1-mkmlizer: ║                                                                     ║
chaiml-nurit-dpo-exp1-a-34962-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nurit-dpo-exp1-a-34962-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nurit-dpo-exp1-a-34962-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-nurit-dpo-exp1-a-34962-v1-mkmlizer: ║                                                                     ║
chaiml-nurit-dpo-exp1-a-34962-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nurit-dpo-exp1-a-34962-v1-mkmlizer: Downloaded to shared memory in 84.499s
chaiml-nurit-dpo-exp1-a-34962-v1-mkmlizer: Checking if ChaiML/nurit-dpo-exp1-avb-prefv1-fix already exists in ChaiML
chaiml-nurit-dpo-exp1-a-34962-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmphllieefc, device:0
chaiml-nurit-dpo-exp1-a-34962-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Retrying (%r) after connection broken by '%r': %s
chaiml-nurit-dpo-exp1-a-34962-v1-mkmlizer: quantized model in 318.340s
chaiml-nurit-dpo-exp1-a-34962-v1-mkmlizer: Processed model ChaiML/nurit-dpo-exp1-avb-prefv1-fix in 402.840s
chaiml-nurit-dpo-exp1-a-34962-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nurit-dpo-exp1-a-34962-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nurit-dpo-exp1-a-34962-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nurit-dpo-exp1-a-34962-v1/nvidia
chaiml-nurit-dpo-exp1-a-34962-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nurit-dpo-exp1-a-34962-v1/nvidia/config.json
chaiml-nurit-dpo-exp1-a-34962-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nurit-dpo-exp1-a-34962-v1/nvidia/special_tokens_map.json
chaiml-nurit-dpo-exp1-a-34962-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nurit-dpo-exp1-a-34962-v1/nvidia/tokenizer_config.json
chaiml-nurit-dpo-exp1-a-34962-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nurit-dpo-exp1-a-34962-v1/nvidia/tokenizer.json
chaiml-nurit-dpo-exp1-a-34962-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-nurit-dpo-exp1-a-34962-v1/nvidia/flywheel_model.1.safetensors
chaiml-nurit-dpo-exp1-a-34962-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nurit-dpo-exp1-a-34962-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-nurit-dpo-exp1-a-34962-v1-mkmlizer completed after 428.19s with status: succeeded
Stopping job with name chaiml-nurit-dpo-exp1-a-34962-v1-mkmlizer
Pipeline stage MKMLizer completed in 428.83s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.42s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-nurit-dpo-exp1-a-34962-v1
Waiting for inference service chaiml-nurit-dpo-exp1-a-34962-v1 to be ready
Inference service chaiml-nurit-dpo-exp1-a-34962-v1 ready after 312.09266567230225s
Pipeline stage MKMLDeployer completed in 312.75s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 3.5662925243377686s
Received healthy response to inference request in 2.800997495651245s
Received healthy response to inference request in 1.8830516338348389s
Received healthy response to inference request in 2.871131420135498s
Received healthy response to inference request in 3.395179033279419s
5 requests
0 failed requests
5th percentile: 2.0666408061981203
10th percentile: 2.2502299785614013
20th percentile: 2.6174083232879637
30th percentile: 2.8150242805480956
40th percentile: 2.843077850341797
50th percentile: 2.871131420135498
60th percentile: 3.0807504653930664
70th percentile: 3.2903695106506348
80th percentile: 3.429401731491089
90th percentile: 3.4978471279144285
95th percentile: 3.5320698261260985
99th percentile: 3.5594479846954346
mean time: 2.903330421447754
Pipeline stage StressChecker completed in 16.08s
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 0.72s
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-nurit-dpo-exp1-a_34962_v1 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 0.13s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.12s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-nurit-dpo-exp1-a-34962-v1-profiler
Waiting for inference service chaiml-nurit-dpo-exp1-a-34962-v1-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 2745.46s
Shutdown handler de-registered
chaiml-nurit-dpo-exp1-a_34962_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-nurit-dpo-exp1-a_34962_v1 status is now torndown due to DeploymentManager action