chaiml-ir-v4-1-dpo-irv0_48911

developer_uid: zonemercy
submission_id: chaiml-ir-v4-1-dpo-irv0_48911_v2
model_name: test
model_group: ChaiML/ir-v4-1-dpo_irv0-
status: torndown
timestamp: 2025-11-01T20:26:25+00:00
num_battles: 5967
num_wins: 3013
celo_rating: 1293.88
family_friendly_score: 0.472
family_friendly_standard_error: 0.007059971671331267
submission_type: basic
model_repo: ChaiML/ir-v4-1-dpo_irv0-lr5e6b01-cosine
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': 0.46163541505124783, 'latency_mean': 2.166113483905792, 'latency_p50': 2.1626943349838257, 'latency_p90': 2.3733015060424805}, {'batch_size': 2, 'throughput': 0.6751611868932796, 'latency_mean': 2.9617900931835175, 'latency_p50': 2.969373345375061, 'latency_p90': 3.188391995429993}, {'batch_size': 3, 'throughput': 0.823355016061326, 'latency_mean': 3.6359905564785002, 'latency_p50': 3.6398470401763916, 'latency_p90': 4.122960615158081}, {'batch_size': 4, 'throughput': 0.9242478925898884, 'latency_mean': 4.311195302009582, 'latency_p50': 4.3358519077301025, 'latency_p90': 4.860128235816956}, {'batch_size': 5, 'throughput': 0.982367018345706, 'latency_mean': 5.07835511803627, 'latency_p50': 5.076484441757202, 'latency_p90': 5.8050501346588135}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
is_internal_developer: True
language_model: ChaiML/ir-v4-1-dpo_irv0-lr5e6b01-cosine
model_size: 24B
ranking_group: single
throughput_3p7s: 0.84
us_pacific_date: 2025-10-29
win_ratio: 0.5049438578850344
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': ['</s>', '\n', 'You:', 'User:'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '{prompt}\n<START>\n', '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-ir-v4-1-dpo-irv0-48911-v2-mkmlizer
Waiting for job on chaiml-ir-v4-1-dpo-irv0-48911-v2-mkmlizer to finish
chaiml-ir-v4-1-dpo-irv0-48911-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ir-v4-1-dpo-irv0-48911-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv0-48911-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-ir-v4-1-dpo-irv0-48911-v2-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-ir-v4-1-dpo-irv0-48911-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-ir-v4-1-dpo-irv0-48911-v2-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
chaiml-ir-v4-1-dpo-irv0-48911-v2-mkmlizer: ║   ░███ ░░░  ░███   ░███░░███     ░███                               ║
chaiml-ir-v4-1-dpo-irv0-48911-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-ir-v4-1-dpo-irv0-48911-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-ir-v4-1-dpo-irv0-48911-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ir-v4-1-dpo-irv0-48911-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv0-48911-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ir-v4-1-dpo-irv0-48911-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ir-v4-1-dpo-irv0-48911-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ir-v4-1-dpo-irv0-48911-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ir-v4-1-dpo-irv0-48911-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv0-48911-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ir-v4-1-dpo-irv0-48911-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-ir-v4-1-dpo-irv0-48911-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv0-48911-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ir-v4-1-dpo-irv0-48911-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ir-v4-1-dpo-irv0-48911-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ir-v4-1-dpo-irv0-48911-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv0-48911-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ir-v4-1-dpo-irv0-48911-v2-mkmlizer: Downloaded to shared memory in 48.802s
chaiml-ir-v4-1-dpo-irv0-48911-v2-mkmlizer: Checking if ChaiML/ir-v4-1-dpo_irv0-lr5e6b01-cosine already exists in ChaiML
chaiml-ir-v4-1-dpo-irv0-48911-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp5ejygd_w, device:0
chaiml-ir-v4-1-dpo-irv0-48911-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission mistralai-mistral-nem_93303_v569: ('http://mistralai-mistral-nem-93303-v569-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
chaiml-ir-v4-1-dpo-irv0-48911-v2-mkmlizer: quantized model in 285.703s
chaiml-ir-v4-1-dpo-irv0-48911-v2-mkmlizer: Processed model ChaiML/ir-v4-1-dpo_irv0-lr5e6b01-cosine in 334.505s
chaiml-ir-v4-1-dpo-irv0-48911-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ir-v4-1-dpo-irv0-48911-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv0-48911-v2/nvidia/tokenizer_config.json
chaiml-ir-v4-1-dpo-irv0-48911-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv0-48911-v2/nvidia/tokenizer.json
chaiml-ir-v4-1-dpo-irv0-48911-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv0-48911-v2/nvidia/flywheel_model.1.safetensors
chaiml-ir-v4-1-dpo-irv0-48911-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv0-48911-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-ir-v4-1-dpo-irv0-48911-v2-mkmlizer completed after 421.86s with status: succeeded
Stopping job with name chaiml-ir-v4-1-dpo-irv0-48911-v2-mkmlizer
Pipeline stage MKMLizer completed in 422.55s
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-v4-1-dpo-irv0-48911-v2
Waiting for inference service chaiml-ir-v4-1-dpo-irv0-48911-v2 to be ready
Inference service chaiml-ir-v4-1-dpo-irv0-48911-v2 ready after 110.62260842323303s
Pipeline stage MKMLDeployer completed in 111.29s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.9550845623016357s
Received healthy response to inference request in 1.9549570083618164s
Received healthy response to inference request in 2.3374459743499756s
Received healthy response to inference request in 2.2062466144561768s
Received healthy response to inference request in 1.7263028621673584s
5 requests
0 failed requests
5th percentile: 1.77203369140625
10th percentile: 1.8177645206451416
20th percentile: 1.9092261791229248
30th percentile: 2.0052149295806885
40th percentile: 2.1057307720184326
50th percentile: 2.2062466144561768
60th percentile: 2.2587263584136963
70th percentile: 2.311206102371216
80th percentile: 2.460973691940308
90th percentile: 2.7080291271209718
95th percentile: 2.8315568447113035
99th percentile: 2.930379018783569
mean time: 2.2360074043273928
Pipeline stage StressChecker completed in 13.22s
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 0.79s
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 1.00s
Shutdown handler de-registered
chaiml-ir-v4-1-dpo-irv0_48911_v2 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 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-ir-v4-1-dpo-irv0-48911-v2-profiler
Waiting for inference service chaiml-ir-v4-1-dpo-irv0-48911-v2-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 3086.85s
Shutdown handler de-registered
chaiml-ir-v4-1-dpo-irv0_48911_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-ir-v4-1-dpo-irv0_48911_v2 status is now torndown due to DeploymentManager action