developer_uid: zonemercy
submission_id: chaiml-ir-v4-3-dpo-irv1_44221_v2
model_name: test
model_group: ChaiML/ir-v4-3-dpo_irv13
status: torndown
timestamp: 2025-11-06T05:21:13+00:00
num_battles: 6350
num_wins: 3252
celo_rating: 1305.68
family_friendly_score: 0.44620000000000004
family_friendly_standard_error: 0.007030015078219961
submission_type: basic
model_repo: ChaiML/ir-v4-3-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': 0.46376067287481915, 'latency_mean': 2.1561651170253753, 'latency_p50': 2.1527442932128906, 'latency_p90': 2.35714430809021}, {'batch_size': 2, 'throughput': 0.6861340631344667, 'latency_mean': 2.9107688307762145, 'latency_p50': 2.9287054538726807, 'latency_p90': 3.1652053117752077}, {'batch_size': 3, 'throughput': 0.8238605242763434, 'latency_mean': 3.626269767284393, 'latency_p50': 3.6423691511154175, 'latency_p90': 4.023066759109496}, {'batch_size': 4, 'throughput': 0.9270961005763588, 'latency_mean': 4.2983388781547545, 'latency_p50': 4.313119530677795, 'latency_p90': 4.694914078712463}, {'batch_size': 5, 'throughput': 0.9827815042787361, 'latency_mean': 5.068492034673691, 'latency_p50': 5.099004149436951, 'latency_p90': 5.844998407363891}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
is_internal_developer: True
language_model: ChaiML/ir-v4-3-dpo_irv13-lr5e6b01
model_size: 24B
ranking_group: single
throughput_3p7s: 0.84
us_pacific_date: 2025-11-02
win_ratio: 0.5121259842519685
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-v4-3-dpo-irv1-44221-v2-mkmlizer
Waiting for job on chaiml-ir-v4-3-dpo-irv1-44221-v2-mkmlizer to finish
chaiml-ir-v4-3-dpo-irv1-44221-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ir-v4-3-dpo-irv1-44221-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v4-3-dpo-irv1-44221-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-ir-v4-3-dpo-irv1-44221-v2-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-ir-v4-3-dpo-irv1-44221-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-ir-v4-3-dpo-irv1-44221-v2-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
chaiml-ir-v4-3-dpo-irv1-44221-v2-mkmlizer: ║   ░███ ░░░  ░███   ░███░░███     ░███                               ║
chaiml-ir-v4-3-dpo-irv1-44221-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-ir-v4-3-dpo-irv1-44221-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-ir-v4-3-dpo-irv1-44221-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ir-v4-3-dpo-irv1-44221-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v4-3-dpo-irv1-44221-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ir-v4-3-dpo-irv1-44221-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ir-v4-3-dpo-irv1-44221-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ir-v4-3-dpo-irv1-44221-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ir-v4-3-dpo-irv1-44221-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v4-3-dpo-irv1-44221-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ir-v4-3-dpo-irv1-44221-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-ir-v4-3-dpo-irv1-44221-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v4-3-dpo-irv1-44221-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ir-v4-3-dpo-irv1-44221-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ir-v4-3-dpo-irv1-44221-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ir-v4-3-dpo-irv1-44221-v2-mkmlizer: ║                                                                     ║
chaiml-ir-v4-3-dpo-irv1-44221-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ir-v4-3-dpo-irv1-44221-v2-mkmlizer: Downloaded to shared memory in 75.100s
chaiml-ir-v4-3-dpo-irv1-44221-v2-mkmlizer: Checking if ChaiML/ir-v4-3-dpo_irv13-lr5e6b01 already exists in ChaiML
chaiml-ir-v4-3-dpo-irv1-44221-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp6sal37gh, device:0
chaiml-ir-v4-3-dpo-irv1-44221-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', '')
Failed to get response for submission chaiml-prm-v0-2-pair-ll_85939_v1: HTTPConnectionPool(host='chaiml-prm-v0-2-pair-ll-85939-v1-predictor.creator-studio.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-ir-v4-3-dpo-irv1-44221-v2-mkmlizer: quantized model in 287.164s
chaiml-ir-v4-3-dpo-irv1-44221-v2-mkmlizer: Processed model ChaiML/ir-v4-3-dpo_irv13-lr5e6b01 in 362.265s
chaiml-ir-v4-3-dpo-irv1-44221-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ir-v4-3-dpo-irv1-44221-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ir-v4-3-dpo-irv1-44221-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ir-v4-3-dpo-irv1-44221-v2/nvidia
chaiml-ir-v4-3-dpo-irv1-44221-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ir-v4-3-dpo-irv1-44221-v2/nvidia/tokenizer_config.json
chaiml-ir-v4-3-dpo-irv1-44221-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ir-v4-3-dpo-irv1-44221-v2/nvidia/tokenizer.json
chaiml-ir-v4-3-dpo-irv1-44221-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ir-v4-3-dpo-irv1-44221-v2/nvidia/flywheel_model.1.safetensors
chaiml-ir-v4-3-dpo-irv1-44221-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ir-v4-3-dpo-irv1-44221-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-ir-v4-3-dpo-irv1-44221-v2-mkmlizer completed after 408.42s with status: succeeded
Stopping job with name chaiml-ir-v4-3-dpo-irv1-44221-v2-mkmlizer
Pipeline stage MKMLizer completed in 408.95s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-ir-v4-3-dpo-irv1-44221-v2
Waiting for inference service chaiml-ir-v4-3-dpo-irv1-44221-v2 to be ready
Inference service chaiml-ir-v4-3-dpo-irv1-44221-v2 ready after 130.6819784641266s
Pipeline stage MKMLDeployer completed in 131.20s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.465137481689453s
Received healthy response to inference request in 1.7711331844329834s
Received healthy response to inference request in 1.7257044315338135s
Received healthy response to inference request in 2.248279333114624s
Received healthy response to inference request in 1.7356932163238525s
5 requests
0 failed requests
5th percentile: 1.7277021884918213
10th percentile: 1.7296999454498292
20th percentile: 1.7336954593658447
30th percentile: 1.7427812099456788
40th percentile: 1.756957197189331
50th percentile: 1.7711331844329834
60th percentile: 1.9619916439056395
70th percentile: 2.1528501033782956
80th percentile: 2.29165096282959
90th percentile: 2.3783942222595216
95th percentile: 2.421765851974487
99th percentile: 2.45646315574646
mean time: 1.9891895294189452
Pipeline stage StressChecker completed in 11.51s
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 0.95s
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 0.65s
Shutdown handler de-registered
chaiml-ir-v4-3-dpo-irv1_44221_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
Pipeline stage OfflineFamilyFriendlyScorer completed in 2961.46s
Shutdown handler de-registered
chaiml-ir-v4-3-dpo-irv1_44221_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-ir-v4-3-dpo-irv1_44221_v2 status is now torndown due to DeploymentManager action