chaiml-ir-v4-dpo-irv0-l_29534

developer_uid: zonemercy
submission_id: chaiml-ir-v4-dpo-irv0-l_29534_v5
model_name: test
model_group: ChaiML/ir-v4-dpo_irv0-lr
status: torndown
timestamp: 2025-11-03T02:01:34+00:00
num_battles: 5900
num_wins: 3074
celo_rating: 1297.81
family_friendly_score: 0.4808
family_friendly_standard_error: 0.007065852531719014
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': 0.46348207720174356, 'latency_mean': 2.1574846267700196, 'latency_p50': 2.1581279039382935, 'latency_p90': 2.3688031911849974}, {'batch_size': 2, 'throughput': 0.6812937184422524, 'latency_mean': 2.9291946697235107, 'latency_p50': 2.9294360876083374, 'latency_p90': 3.1821135759353636}, {'batch_size': 3, 'throughput': 0.8278019176956631, 'latency_mean': 3.6165111553668976, 'latency_p50': 3.597586154937744, 'latency_p90': 3.946135830879211}, {'batch_size': 4, 'throughput': 0.919408038308224, 'latency_mean': 4.331324797868729, 'latency_p50': 4.3524346351623535, 'latency_p90': 4.943659043312072}, {'batch_size': 5, 'throughput': 0.9847314173798304, 'latency_mean': 5.061261056661606, 'latency_p50': 5.042724251747131, 'latency_p90': 5.9004234075546265}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
ineligible_reason: num_battles<10000
is_internal_developer: True
language_model: ChaiML/ir-v4-dpo_irv0-lr5e6b01
model_size: 24B
ranking_group: single
throughput_3p7s: 0.84
us_pacific_date: 2025-10-30
win_ratio: 0.5210169491525424
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': ['User:', '</s>', 'You:'], '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-v5-mkmlizer
Waiting for job on chaiml-ir-v4-dpo-irv0-l-29534-v5-mkmlizer to finish
chaiml-ir-v4-dpo-irv0-l-29534-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ir-v4-dpo-irv0-l-29534-v5-mkmlizer: ║                                                                     ║
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chaiml-ir-v4-dpo-irv0-l-29534-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ir-v4-dpo-irv0-l-29534-v5-mkmlizer: ║                                                                     ║
chaiml-ir-v4-dpo-irv0-l-29534-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ir-v4-dpo-irv0-l-29534-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ir-v4-dpo-irv0-l-29534-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ir-v4-dpo-irv0-l-29534-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ir-v4-dpo-irv0-l-29534-v5-mkmlizer: ║                                                                     ║
chaiml-ir-v4-dpo-irv0-l-29534-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ir-v4-dpo-irv0-l-29534-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-ir-v4-dpo-irv0-l-29534-v5-mkmlizer: ║                                                                     ║
chaiml-ir-v4-dpo-irv0-l-29534-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ir-v4-dpo-irv0-l-29534-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ir-v4-dpo-irv0-l-29534-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ir-v4-dpo-irv0-l-29534-v5-mkmlizer: ║                                                                     ║
chaiml-ir-v4-dpo-irv0-l-29534-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ir-v4-dpo-irv0-l-29534-v5-mkmlizer: Downloaded to shared memory in 48.488s
chaiml-ir-v4-dpo-irv0-l-29534-v5-mkmlizer: Checking if ChaiML/ir-v4-dpo_irv0-lr5e6b01 already exists in ChaiML
chaiml-ir-v4-dpo-irv0-l-29534-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmplpmz_uwo, device:0
chaiml-ir-v4-dpo-irv0-l-29534-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-ir-v4-dpo-irv0-l-29534-v5-mkmlizer: quantized model in 285.079s
chaiml-ir-v4-dpo-irv0-l-29534-v5-mkmlizer: Processed model ChaiML/ir-v4-dpo_irv0-lr5e6b01 in 333.567s
chaiml-ir-v4-dpo-irv0-l-29534-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ir-v4-dpo-irv0-l-29534-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ir-v4-dpo-irv0-l-29534-v5/nvidia
chaiml-ir-v4-dpo-irv0-l-29534-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ir-v4-dpo-irv0-l-29534-v5/nvidia/special_tokens_map.json
chaiml-ir-v4-dpo-irv0-l-29534-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ir-v4-dpo-irv0-l-29534-v5/nvidia/config.json
chaiml-ir-v4-dpo-irv0-l-29534-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ir-v4-dpo-irv0-l-29534-v5/nvidia/tokenizer_config.json
chaiml-ir-v4-dpo-irv0-l-29534-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ir-v4-dpo-irv0-l-29534-v5/nvidia/tokenizer.json
chaiml-ir-v4-dpo-irv0-l-29534-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ir-v4-dpo-irv0-l-29534-v5/nvidia/flywheel_model.1.safetensors
chaiml-ir-v4-dpo-irv0-l-29534-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ir-v4-dpo-irv0-l-29534-v5/nvidia/flywheel_model.0.safetensors
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Job chaiml-ir-v4-dpo-irv0-l-29534-v5-mkmlizer completed after 388.95s with status: succeeded
Stopping job with name chaiml-ir-v4-dpo-irv0-l-29534-v5-mkmlizer
Pipeline stage MKMLizer completed in 389.53s
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-ir-v4-dpo-irv0-l-29534-v5
Waiting for inference service chaiml-ir-v4-dpo-irv0-l-29534-v5 to be ready
Inference service chaiml-ir-v4-dpo-irv0-l-29534-v5 ready after 121.23958015441895s
Pipeline stage MKMLDeployer completed in 121.93s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.583381414413452s
Received healthy response to inference request in 1.7531156539916992s
Received healthy response to inference request in 1.8440003395080566s
Received healthy response to inference request in 1.9616093635559082s
Received healthy response to inference request in 1.7778887748718262s
5 requests
0 failed requests
5th percentile: 1.7580702781677247
10th percentile: 1.76302490234375
20th percentile: 1.7729341506958007
30th percentile: 1.7911110877990724
40th percentile: 1.8175557136535645
50th percentile: 1.8440003395080566
60th percentile: 1.8910439491271973
70th percentile: 1.938087558746338
80th percentile: 2.0859637737274173
90th percentile: 2.3346725940704345
95th percentile: 2.459027004241943
99th percentile: 2.55851053237915
mean time: 1.9839991092681886
Pipeline stage StressChecker completed in 12.05s
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 0.76s
Shutdown handler de-registered
chaiml-ir-v4-dpo-irv0-l_29534_v5 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 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.08s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-ir-v4-dpo-irv0-l-29534-v5-profiler
Waiting for inference service chaiml-ir-v4-dpo-irv0-l-29534-v5-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 2955.85s
Shutdown handler de-registered
chaiml-ir-v4-dpo-irv0-l_29534_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-ir-v4-dpo-irv0-l_29534_v5 status is now torndown due to DeploymentManager action