chaiml-ir-v4-dpo-irv0-l_29534

developer_uid: zonemercy
submission_id: chaiml-ir-v4-dpo-irv0-l_29534_v4
model_name: test
model_group: ChaiML/ir-v4-dpo_irv0-lr
status: torndown
timestamp: 2025-11-02T21:41:22+00:00
num_battles: 5560
num_wins: 2916
celo_rating: 1293.21
family_friendly_score: 0.47519999999999996
family_friendly_standard_error: 0.007062364476575816
submission_type: basic
model_repo: ChaiML/ir-v4-dpo_irv0-lr5e6b01
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 2048
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.4645761759619483, 'latency_mean': 2.152396388053894, 'latency_p50': 2.151936888694763, 'latency_p90': 2.3539454698562623}, {'batch_size': 2, 'throughput': 0.6751120344399103, 'latency_mean': 2.956769289970398, 'latency_p50': 2.961850643157959, 'latency_p90': 3.1809385776519776}, {'batch_size': 3, 'throughput': 0.8205512692461779, 'latency_mean': 3.6493686139583588, 'latency_p50': 3.6730436086654663, 'latency_p90': 3.946139121055603}, {'batch_size': 4, 'throughput': 0.9214637368626609, 'latency_mean': 4.31788144826889, 'latency_p50': 4.314412355422974, 'latency_p90': 4.99543993473053}, {'batch_size': 5, 'throughput': 0.9848151408321524, 'latency_mean': 5.062030774354935, 'latency_p50': 5.06977915763855, 'latency_p90': 5.734703207015992}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
is_internal_developer: True
language_model: ChaiML/ir-v4-dpo_irv0-lr5e6b01
model_size: 24B
ranking_group: single
throughput_3p7s: 0.83
us_pacific_date: 2025-10-30
win_ratio: 0.5244604316546763
generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['You:', 'User:', '</s>'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': "{bot_name}'s persona: {memory}", 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': 'You: {message}\n', 'response_template': '####\n{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-ir-v4-dpo-irv0-l-29534-v4-mkmlizer
Waiting for job on chaiml-ir-v4-dpo-irv0-l-29534-v4-mkmlizer to finish
chaiml-ir-v4-dpo-irv0-l-29534-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ir-v4-dpo-irv0-l-29534-v4-mkmlizer: ║                                                                     ║
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chaiml-ir-v4-dpo-irv0-l-29534-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ir-v4-dpo-irv0-l-29534-v4-mkmlizer: ║                                                                     ║
chaiml-ir-v4-dpo-irv0-l-29534-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ir-v4-dpo-irv0-l-29534-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ir-v4-dpo-irv0-l-29534-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ir-v4-dpo-irv0-l-29534-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ir-v4-dpo-irv0-l-29534-v4-mkmlizer: ║                                                                     ║
chaiml-ir-v4-dpo-irv0-l-29534-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ir-v4-dpo-irv0-l-29534-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-ir-v4-dpo-irv0-l-29534-v4-mkmlizer: ║                                                                     ║
chaiml-ir-v4-dpo-irv0-l-29534-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ir-v4-dpo-irv0-l-29534-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ir-v4-dpo-irv0-l-29534-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ir-v4-dpo-irv0-l-29534-v4-mkmlizer: ║                                                                     ║
chaiml-ir-v4-dpo-irv0-l-29534-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ir-v4-dpo-irv0-l-29534-v4-mkmlizer: Downloaded to shared memory in 43.629s
chaiml-ir-v4-dpo-irv0-l-29534-v4-mkmlizer: Checking if ChaiML/ir-v4-dpo_irv0-lr5e6b01 already exists in ChaiML
chaiml-ir-v4-dpo-irv0-l-29534-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpy_samam8, device:0
chaiml-ir-v4-dpo-irv0-l-29534-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-ir-v4-dpo-irv0-l-29534-v4-mkmlizer: quantized model in 283.411s
chaiml-ir-v4-dpo-irv0-l-29534-v4-mkmlizer: Processed model ChaiML/ir-v4-dpo_irv0-lr5e6b01 in 327.040s
chaiml-ir-v4-dpo-irv0-l-29534-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ir-v4-dpo-irv0-l-29534-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ir-v4-dpo-irv0-l-29534-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ir-v4-dpo-irv0-l-29534-v4/nvidia
chaiml-ir-v4-dpo-irv0-l-29534-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ir-v4-dpo-irv0-l-29534-v4/nvidia/config.json
chaiml-ir-v4-dpo-irv0-l-29534-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ir-v4-dpo-irv0-l-29534-v4/nvidia/tokenizer_config.json
chaiml-ir-v4-dpo-irv0-l-29534-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ir-v4-dpo-irv0-l-29534-v4/nvidia/special_tokens_map.json
chaiml-ir-v4-dpo-irv0-l-29534-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ir-v4-dpo-irv0-l-29534-v4/nvidia/tokenizer.json
chaiml-ir-v4-dpo-irv0-l-29534-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ir-v4-dpo-irv0-l-29534-v4/nvidia/flywheel_model.1.safetensors
chaiml-ir-v4-dpo-irv0-l-29534-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ir-v4-dpo-irv0-l-29534-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-ir-v4-dpo-irv0-l-29534-v4-mkmlizer completed after 399.31s with status: succeeded
Stopping job with name chaiml-ir-v4-dpo-irv0-l-29534-v4-mkmlizer
Pipeline stage MKMLizer completed in 399.83s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.14s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-ir-v4-dpo-irv0-l-29534-v4
Waiting for inference service chaiml-ir-v4-dpo-irv0-l-29534-v4 to be ready
Inference service chaiml-ir-v4-dpo-irv0-l-29534-v4 ready after 120.77602553367615s
Pipeline stage MKMLDeployer completed in 121.37s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.327497720718384s
Received healthy response to inference request in 2.0298919677734375s
Received healthy response to inference request in 2.042841911315918s
Received healthy response to inference request in 2.093731641769409s
Received healthy response to inference request in 1.7250089645385742s
5 requests
0 failed requests
5th percentile: 1.785985565185547
10th percentile: 1.8469621658325195
20th percentile: 1.9689153671264648
30th percentile: 2.0324819564819334
40th percentile: 2.0376619338989257
50th percentile: 2.042841911315918
60th percentile: 2.0631978034973146
70th percentile: 2.083553695678711
80th percentile: 2.140484857559204
90th percentile: 2.233991289138794
95th percentile: 2.280744504928589
99th percentile: 2.318147077560425
mean time: 2.0437944412231444
Pipeline stage StressChecker completed in 14.17s
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 0.71s
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-ir-v4-dpo-irv0-l_29534_v4 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 0.11s
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-ir-v4-dpo-irv0-l-29534-v4-profiler
Waiting for inference service chaiml-ir-v4-dpo-irv0-l-29534-v4-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 3045.20s
Shutdown handler de-registered
chaiml-ir-v4-dpo-irv0-l_29534_v4 status is now torndown due to DeploymentManager action