chaiml-ir-v4-1-dpo-irv1_19566

developer_uid: zonemercy
submission_id: chaiml-ir-v4-1-dpo-irv1_19566_v3
model_name: test
model_group: ChaiML/ir-v4-1-dpo_irv13
status: torndown
timestamp: 2025-11-02T20:21:21+00:00
num_battles: 5584
num_wins: 2872
celo_rating: 1290.84
family_friendly_score: 0.46399999999999997
family_friendly_standard_error: 0.007052715788970941
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': 0.4604125652149866, 'latency_mean': 2.171869934797287, 'latency_p50': 2.1690726280212402, 'latency_p90': 2.370671820640564}, {'batch_size': 2, 'throughput': 0.6669665535276917, 'latency_mean': 2.99248815536499, 'latency_p50': 2.9935555458068848, 'latency_p90': 3.224325251579285}, {'batch_size': 3, 'throughput': 0.8091172298883449, 'latency_mean': 3.7025877046585083, 'latency_p50': 3.6974878311157227, 'latency_p90': 4.094093060493469}, {'batch_size': 4, 'throughput': 0.9094888067378808, 'latency_mean': 4.380196951627731, 'latency_p50': 4.383304238319397, 'latency_p90': 4.965742230415344}, {'batch_size': 5, 'throughput': 0.955928267551256, 'latency_mean': 5.205306718349457, 'latency_p50': 5.1909942626953125, 'latency_p90': 5.986483478546142}]
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: 0.81
us_pacific_date: 2025-10-30
win_ratio: 0.5143266475644699
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:', '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-v3-mkmlizer
Waiting for job on chaiml-ir-v4-1-dpo-irv1-19566-v3-mkmlizer to finish
chaiml-ir-v4-1-dpo-irv1-19566-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ir-v4-1-dpo-irv1-19566-v3-mkmlizer: ║                                                                     ║
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chaiml-ir-v4-1-dpo-irv1-19566-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ir-v4-1-dpo-irv1-19566-v3-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv1-19566-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ir-v4-1-dpo-irv1-19566-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ir-v4-1-dpo-irv1-19566-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ir-v4-1-dpo-irv1-19566-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ir-v4-1-dpo-irv1-19566-v3-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv1-19566-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ir-v4-1-dpo-irv1-19566-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-ir-v4-1-dpo-irv1-19566-v3-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv1-19566-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ir-v4-1-dpo-irv1-19566-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ir-v4-1-dpo-irv1-19566-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ir-v4-1-dpo-irv1-19566-v3-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv1-19566-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ir-v4-1-dpo-irv1-19566-v3-mkmlizer: Downloaded to shared memory in 47.703s
chaiml-ir-v4-1-dpo-irv1-19566-v3-mkmlizer: Checking if ChaiML/ir-v4-1-dpo_irv13-lr5e6b01-cosine already exists in ChaiML
chaiml-ir-v4-1-dpo-irv1-19566-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp4yrhw8zy, device:0
chaiml-ir-v4-1-dpo-irv1-19566-v3-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-irv1-19566-v3-mkmlizer: quantized model in 284.242s
chaiml-ir-v4-1-dpo-irv1-19566-v3-mkmlizer: Processed model ChaiML/ir-v4-1-dpo_irv13-lr5e6b01-cosine in 331.945s
chaiml-ir-v4-1-dpo-irv1-19566-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ir-v4-1-dpo-irv1-19566-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ir-v4-1-dpo-irv1-19566-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv1-19566-v3/nvidia
chaiml-ir-v4-1-dpo-irv1-19566-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv1-19566-v3/nvidia/config.json
chaiml-ir-v4-1-dpo-irv1-19566-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv1-19566-v3/nvidia/special_tokens_map.json
chaiml-ir-v4-1-dpo-irv1-19566-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv1-19566-v3/nvidia/tokenizer_config.json
chaiml-ir-v4-1-dpo-irv1-19566-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv1-19566-v3/nvidia/tokenizer.json
chaiml-ir-v4-1-dpo-irv1-19566-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv1-19566-v3/nvidia/flywheel_model.1.safetensors
chaiml-ir-v4-1-dpo-irv1-19566-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv1-19566-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-ir-v4-1-dpo-irv1-19566-v3-mkmlizer completed after 399.01s with status: succeeded
Stopping job with name chaiml-ir-v4-1-dpo-irv1-19566-v3-mkmlizer
Pipeline stage MKMLizer completed in 399.58s
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-irv1-19566-v3
Waiting for inference service chaiml-ir-v4-1-dpo-irv1-19566-v3 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-v3 ready after 120.80449986457825s
Pipeline stage MKMLDeployer completed in 121.48s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.277570962905884s
Received healthy response to inference request in 1.7568514347076416s
Received healthy response to inference request in 2.833549976348877s
Received healthy response to inference request in 1.9432051181793213s
Received healthy response to inference request in 2.2865407466888428s
5 requests
0 failed requests
5th percentile: 1.7941221714019775
10th percentile: 1.8313929080963134
20th percentile: 1.9059343814849854
30th percentile: 2.010078287124634
40th percentile: 2.1438246250152586
50th percentile: 2.277570962905884
60th percentile: 2.2811588764190676
70th percentile: 2.284746789932251
80th percentile: 2.3959425926208495
90th percentile: 2.6147462844848635
95th percentile: 2.72414813041687
99th percentile: 2.8116696071624756
mean time: 2.2195436477661135
Pipeline stage StressChecker completed in 12.80s
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 0.68s
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 0.75s
Shutdown handler de-registered
chaiml-ir-v4-1-dpo-irv1_19566_v3 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
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
clean up pipeline due to error=DeploymentChecksError('None: None')
Shutdown handler de-registered
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 2714.31s
Shutdown handler de-registered
chaiml-ir-v4-1-dpo-irv1_19566_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-ir-v4-1-dpo-irv1_19566_v3 status is now torndown due to DeploymentManager action