developer_uid: zonemercy
submission_id: chaiml-ir-v4-1-dpo-irv1_27949_v2
model_name: test
model_group: ChaiML/ir-v4-1-dpo_irv13
status: torndown
timestamp: 2025-11-01T18:46:22+00:00
num_battles: 5933
num_wins: 3112
celo_rating: 1310.33
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/ir-v4-1-dpo_irv13-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': 0.4670545376651579, 'latency_mean': 2.1409536635875703, 'latency_p50': 2.1295162439346313, 'latency_p90': 2.356966185569763}, {'batch_size': 2, 'throughput': 0.6858768219270472, 'latency_mean': 2.9120941030979157, 'latency_p50': 2.904996633529663, 'latency_p90': 3.143670749664307}, {'batch_size': 3, 'throughput': 0.8298588570860861, 'latency_mean': 3.5975103867053986, 'latency_p50': 3.5795329809188843, 'latency_p90': 4.170062255859375}, {'batch_size': 4, 'throughput': 0.9301957010417828, 'latency_mean': 4.29075216293335, 'latency_p50': 4.295486688613892, 'latency_p90': 4.919644260406494}, {'batch_size': 5, 'throughput': 0.9886403801253698, 'latency_mean': 5.030589709281921, 'latency_p50': 5.028332352638245, 'latency_p90': 5.824439144134521}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
is_internal_developer: True
language_model: ChaiML/ir-v4-1-dpo_irv13-lr5e6b01
model_size: 24B
ranking_group: single
throughput_3p7s: 0.85
us_pacific_date: 2025-10-29
win_ratio: 0.524523849654475
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>', 'You:', '\n', '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-irv1-27949-v2-mkmlizer
Waiting for job on chaiml-ir-v4-1-dpo-irv1-27949-v2-mkmlizer to finish
chaiml-ir-v4-1-dpo-irv1-27949-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ir-v4-1-dpo-irv1-27949-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv1-27949-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-ir-v4-1-dpo-irv1-27949-v2-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-ir-v4-1-dpo-irv1-27949-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-ir-v4-1-dpo-irv1-27949-v2-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
chaiml-ir-v4-1-dpo-irv1-27949-v2-mkmlizer: ║   ░███ ░░░  ░███   ░███░░███     ░███                               ║
chaiml-ir-v4-1-dpo-irv1-27949-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-ir-v4-1-dpo-irv1-27949-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-ir-v4-1-dpo-irv1-27949-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ir-v4-1-dpo-irv1-27949-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv1-27949-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ir-v4-1-dpo-irv1-27949-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ir-v4-1-dpo-irv1-27949-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ir-v4-1-dpo-irv1-27949-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ir-v4-1-dpo-irv1-27949-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv1-27949-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ir-v4-1-dpo-irv1-27949-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-ir-v4-1-dpo-irv1-27949-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv1-27949-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ir-v4-1-dpo-irv1-27949-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ir-v4-1-dpo-irv1-27949-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ir-v4-1-dpo-irv1-27949-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv1-27949-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ir-v4-1-dpo-irv1-27949-v2-mkmlizer: Downloaded to shared memory in 58.382s
chaiml-ir-v4-1-dpo-irv1-27949-v2-mkmlizer: Checking if ChaiML/ir-v4-1-dpo_irv13-lr5e6b01 already exists in ChaiML
chaiml-ir-v4-1-dpo-irv1-27949-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp_ftqip0y, device:0
chaiml-ir-v4-1-dpo-irv1-27949-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-irv1-27949-v2-mkmlizer: quantized model in 286.523s
chaiml-ir-v4-1-dpo-irv1-27949-v2-mkmlizer: Processed model ChaiML/ir-v4-1-dpo_irv13-lr5e6b01 in 344.908s
chaiml-ir-v4-1-dpo-irv1-27949-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ir-v4-1-dpo-irv1-27949-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ir-v4-1-dpo-irv1-27949-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv1-27949-v2/nvidia
chaiml-ir-v4-1-dpo-irv1-27949-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv1-27949-v2/nvidia/config.json
chaiml-ir-v4-1-dpo-irv1-27949-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv1-27949-v2/nvidia/special_tokens_map.json
chaiml-ir-v4-1-dpo-irv1-27949-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv1-27949-v2/nvidia/tokenizer_config.json
chaiml-ir-v4-1-dpo-irv1-27949-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv1-27949-v2/nvidia/tokenizer.json
chaiml-ir-v4-1-dpo-irv1-27949-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv1-27949-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-ir-v4-1-dpo-irv1-27949-v2-mkmlizer completed after 452.41s with status: succeeded
Stopping job with name chaiml-ir-v4-1-dpo-irv1-27949-v2-mkmlizer
Pipeline stage MKMLizer completed in 453.08s
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-irv1-27949-v2
Waiting for inference service chaiml-ir-v4-1-dpo-irv1-27949-v2 to be ready
Inference service chaiml-ir-v4-1-dpo-irv1-27949-v2 ready after 110.64373469352722s
Pipeline stage MKMLDeployer completed in 111.75s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.166196346282959s
Received healthy response to inference request in 2.60550594329834s
Received healthy response to inference request in 1.9862701892852783s
Received healthy response to inference request in 1.829916000366211s
Received healthy response to inference request in 1.712733507156372s
5 requests
0 failed requests
5th percentile: 1.7361700057983398
10th percentile: 1.7596065044403075
20th percentile: 1.8064795017242432
30th percentile: 1.8611868381500245
40th percentile: 1.9237285137176514
50th percentile: 1.9862701892852783
60th percentile: 2.0582406520843506
70th percentile: 2.130211114883423
80th percentile: 2.254058265686035
90th percentile: 2.4297821044921877
95th percentile: 2.5176440238952638
99th percentile: 2.5879335594177246
mean time: 2.060124397277832
Pipeline stage StressChecker completed in 11.61s
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 0.65s
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 0.66s
Shutdown handler de-registered
chaiml-ir-v4-1-dpo-irv1_27949_v2 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 5835.21s
Shutdown handler de-registered
chaiml-ir-v4-1-dpo-irv1_27949_v2 status is now torndown due to DeploymentManager action