developer_uid: zonemercy
submission_id: chaiml-ir-v4-1-dpo-irv1_19566_v4
model_name: test
model_group: ChaiML/ir-v4-1-dpo_irv13
status: torndown
timestamp: 2025-11-02T21:41:21+00:00
num_battles: 6000
num_wins: 3055
celo_rating: 1290.95
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/ir-v4-1-dpo_irv13-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': 0.4668863535008983, 'latency_mean': 2.141754204034805, 'latency_p50': 2.1581181287765503, 'latency_p90': 2.338092303276062}, {'batch_size': 2, 'throughput': 0.682147702040357, 'latency_mean': 2.931818380355835, 'latency_p50': 2.9368807077407837, 'latency_p90': 3.177723240852356}, {'batch_size': 3, 'throughput': 0.8269299970612892, 'latency_mean': 3.6200405418872834, 'latency_p50': 3.6027015447616577, 'latency_p90': 3.9958773136138914}, {'batch_size': 4, 'throughput': 0.9247240445009601, 'latency_mean': 4.322365266084671, 'latency_p50': 4.329107761383057, 'latency_p90': 4.955703496932983}, {'batch_size': 5, 'throughput': 0.98138840535173, 'latency_mean': 5.0676311588287355, 'latency_p50': 5.021479368209839, 'latency_p90': 5.7343134641647335}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
is_internal_developer: True
language_model: ChaiML/ir-v4-1-dpo_irv13-lr5e6b01-cosine
model_size: 24B
ranking_group: single
throughput_3p7s: 0.84
us_pacific_date: 2025-10-30
win_ratio: 0.5091666666666667
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:', '</s>', 'User:'], '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-v4-1-dpo-irv1-19566-v4-mkmlizer
Waiting for job on chaiml-ir-v4-1-dpo-irv1-19566-v4-mkmlizer to finish
chaiml-ir-v4-1-dpo-irv1-19566-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ir-v4-1-dpo-irv1-19566-v4-mkmlizer: ║                                                                     ║
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chaiml-ir-v4-1-dpo-irv1-19566-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-ir-v4-1-dpo-irv1-19566-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ir-v4-1-dpo-irv1-19566-v4-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv1-19566-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ir-v4-1-dpo-irv1-19566-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ir-v4-1-dpo-irv1-19566-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ir-v4-1-dpo-irv1-19566-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ir-v4-1-dpo-irv1-19566-v4-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv1-19566-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ir-v4-1-dpo-irv1-19566-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-ir-v4-1-dpo-irv1-19566-v4-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv1-19566-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ir-v4-1-dpo-irv1-19566-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ir-v4-1-dpo-irv1-19566-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ir-v4-1-dpo-irv1-19566-v4-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv1-19566-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ir-v4-1-dpo-irv1-19566-v4-mkmlizer: Downloaded to shared memory in 46.469s
chaiml-ir-v4-1-dpo-irv1-19566-v4-mkmlizer: Checking if ChaiML/ir-v4-1-dpo_irv13-lr5e6b01-cosine already exists in ChaiML
chaiml-ir-v4-1-dpo-irv1-19566-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp1ylt85t2, device:0
chaiml-ir-v4-1-dpo-irv1-19566-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-ir-v4-1-dpo-irv1-19566-v4-mkmlizer: quantized model in 284.925s
chaiml-ir-v4-1-dpo-irv1-19566-v4-mkmlizer: Processed model ChaiML/ir-v4-1-dpo_irv13-lr5e6b01-cosine in 331.395s
chaiml-ir-v4-1-dpo-irv1-19566-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ir-v4-1-dpo-irv1-19566-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ir-v4-1-dpo-irv1-19566-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv1-19566-v4/nvidia
chaiml-ir-v4-1-dpo-irv1-19566-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv1-19566-v4/nvidia/config.json
chaiml-ir-v4-1-dpo-irv1-19566-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv1-19566-v4/nvidia/special_tokens_map.json
chaiml-ir-v4-1-dpo-irv1-19566-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv1-19566-v4/nvidia/tokenizer_config.json
chaiml-ir-v4-1-dpo-irv1-19566-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv1-19566-v4/nvidia/tokenizer.json
chaiml-ir-v4-1-dpo-irv1-19566-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv1-19566-v4/nvidia/flywheel_model.1.safetensors
chaiml-ir-v4-1-dpo-irv1-19566-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv1-19566-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-ir-v4-1-dpo-irv1-19566-v4-mkmlizer completed after 399.36s with status: succeeded
Stopping job with name chaiml-ir-v4-1-dpo-irv1-19566-v4-mkmlizer
Pipeline stage MKMLizer completed in 399.90s
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-ir-v4-1-dpo-irv1-19566-v4
Waiting for inference service chaiml-ir-v4-1-dpo-irv1-19566-v4 to be ready
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', '')
Inference service chaiml-ir-v4-1-dpo-irv1-19566-v4 ready after 130.6575858592987s
Pipeline stage MKMLDeployer completed in 131.60s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.404054641723633s
Received healthy response to inference request in 1.9311294555664062s
Received healthy response to inference request in 2.396453380584717s
Received healthy response to inference request in 1.6785335540771484s
Received healthy response to inference request in 1.9617958068847656s
5 requests
0 failed requests
5th percentile: 1.729052734375
10th percentile: 1.7795719146728515
20th percentile: 1.8806102752685547
30th percentile: 1.937262725830078
40th percentile: 1.949529266357422
50th percentile: 1.9617958068847656
60th percentile: 2.135658836364746
70th percentile: 2.3095218658447263
80th percentile: 2.3979736328125
90th percentile: 2.4010141372680662
95th percentile: 2.4025343894958495
99th percentile: 2.4037505912780763
mean time: 2.074393367767334
Pipeline stage StressChecker completed in 12.14s
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 0.76s
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 0.74s
Shutdown handler de-registered
chaiml-ir-v4-1-dpo-irv1_19566_v4 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
Pipeline stage OfflineFamilyFriendlyScorer completed in 5184.29s
Shutdown handler de-registered
chaiml-ir-v4-1-dpo-irv1_19566_v4 status is now torndown due to DeploymentManager action