chaiml-ir-v3-1-dpo-irv1_56950

developer_uid: zonemercy
submission_id: chaiml-ir-v3-1-dpo-irv1_56950_v3
model_name: test
model_group: ChaiML/ir-v3-1-dpo_irv13
status: torndown
timestamp: 2025-11-02T20:41:22+00:00
num_battles: 7980
num_wins: 4076
celo_rating: 1290.1
family_friendly_score: 0.41859999999999997
family_friendly_standard_error: 0.006976733333014814
submission_type: basic
model_repo: ChaiML/ir-v3-1-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': 0.4644803369671566, 'latency_mean': 2.152846486568451, 'latency_p50': 2.161644697189331, 'latency_p90': 2.3664551734924317}, {'batch_size': 2, 'throughput': 0.6792352369130061, 'latency_mean': 2.9369957077503206, 'latency_p50': 2.929971218109131, 'latency_p90': 3.175656485557556}, {'batch_size': 3, 'throughput': 0.8202462072158484, 'latency_mean': 3.6439515244960785, 'latency_p50': 3.6490129232406616, 'latency_p90': 4.077629780769348}, {'batch_size': 4, 'throughput': 0.9213441790938665, 'latency_mean': 4.321535857915879, 'latency_p50': 4.349241495132446, 'latency_p90': 4.990596461296081}, {'batch_size': 5, 'throughput': 0.9807782586732273, 'latency_mean': 5.07749094247818, 'latency_p50': 5.078714847564697, 'latency_p90': 5.751185297966003}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
is_internal_developer: True
language_model: ChaiML/ir-v3-1-dpo_irv13-lr5e6b01
model_size: 24B
ranking_group: single
throughput_3p7s: 0.83
us_pacific_date: 2025-10-30
win_ratio: 0.5107769423558898
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>', 'User:', 'You:'], '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-v3-1-dpo-irv1-56950-v3-mkmlizer
Waiting for job on chaiml-ir-v3-1-dpo-irv1-56950-v3-mkmlizer to finish
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-v3-1-dpo-irv1-56950-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ir-v3-1-dpo-irv1-56950-v3-mkmlizer: ║                                                                     ║
chaiml-ir-v3-1-dpo-irv1-56950-v3-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
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chaiml-ir-v3-1-dpo-irv1-56950-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-ir-v3-1-dpo-irv1-56950-v3-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
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chaiml-ir-v3-1-dpo-irv1-56950-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-ir-v3-1-dpo-irv1-56950-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-ir-v3-1-dpo-irv1-56950-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ir-v3-1-dpo-irv1-56950-v3-mkmlizer: ║                                                                     ║
chaiml-ir-v3-1-dpo-irv1-56950-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ir-v3-1-dpo-irv1-56950-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ir-v3-1-dpo-irv1-56950-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ir-v3-1-dpo-irv1-56950-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ir-v3-1-dpo-irv1-56950-v3-mkmlizer: ║                                                                     ║
chaiml-ir-v3-1-dpo-irv1-56950-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ir-v3-1-dpo-irv1-56950-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-ir-v3-1-dpo-irv1-56950-v3-mkmlizer: ║                                                                     ║
chaiml-ir-v3-1-dpo-irv1-56950-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ir-v3-1-dpo-irv1-56950-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ir-v3-1-dpo-irv1-56950-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ir-v3-1-dpo-irv1-56950-v3-mkmlizer: ║                                                                     ║
chaiml-ir-v3-1-dpo-irv1-56950-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ir-v3-1-dpo-irv1-56950-v3-mkmlizer: Downloaded to shared memory in 53.332s
chaiml-ir-v3-1-dpo-irv1-56950-v3-mkmlizer: Checking if ChaiML/ir-v3-1-dpo_irv13-lr5e6b01 already exists in ChaiML
chaiml-ir-v3-1-dpo-irv1-56950-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp6p2qezah, device:0
chaiml-ir-v3-1-dpo-irv1-56950-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-v3-1-dpo-irv1-56950-v3-mkmlizer: quantized model in 286.206s
chaiml-ir-v3-1-dpo-irv1-56950-v3-mkmlizer: Processed model ChaiML/ir-v3-1-dpo_irv13-lr5e6b01 in 339.538s
chaiml-ir-v3-1-dpo-irv1-56950-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ir-v3-1-dpo-irv1-56950-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ir-v3-1-dpo-irv1-56950-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ir-v3-1-dpo-irv1-56950-v3/nvidia
chaiml-ir-v3-1-dpo-irv1-56950-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ir-v3-1-dpo-irv1-56950-v3/nvidia/config.json
chaiml-ir-v3-1-dpo-irv1-56950-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ir-v3-1-dpo-irv1-56950-v3/nvidia/special_tokens_map.json
chaiml-ir-v3-1-dpo-irv1-56950-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ir-v3-1-dpo-irv1-56950-v3/nvidia/tokenizer_config.json
chaiml-ir-v3-1-dpo-irv1-56950-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ir-v3-1-dpo-irv1-56950-v3/nvidia/tokenizer.json
chaiml-ir-v3-1-dpo-irv1-56950-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ir-v3-1-dpo-irv1-56950-v3/nvidia/flywheel_model.1.safetensors
chaiml-ir-v3-1-dpo-irv1-56950-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ir-v3-1-dpo-irv1-56950-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-ir-v3-1-dpo-irv1-56950-v3-mkmlizer completed after 409.49s with status: succeeded
Stopping job with name chaiml-ir-v3-1-dpo-irv1-56950-v3-mkmlizer
Pipeline stage MKMLizer completed in 410.17s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-ir-v3-1-dpo-irv1-56950-v3
Waiting for inference service chaiml-ir-v3-1-dpo-irv1-56950-v3 to be ready
Inference service chaiml-ir-v3-1-dpo-irv1-56950-v3 ready after 121.07471680641174s
Pipeline stage MKMLDeployer completed in 121.71s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.219062566757202s
Received healthy response to inference request in 2.2372896671295166s
Received healthy response to inference request in 1.8790090084075928s
Received healthy response to inference request in 1.8061988353729248s
Received healthy response to inference request in 1.756664752960205s
5 requests
0 failed requests
5th percentile: 1.766571569442749
10th percentile: 1.776478385925293
20th percentile: 1.7962920188903808
30th percentile: 1.8207608699798583
40th percentile: 1.8498849391937255
50th percentile: 1.8790090084075928
60th percentile: 2.0150304317474363
70th percentile: 2.1510518550872804
80th percentile: 2.222707986831665
90th percentile: 2.229998826980591
95th percentile: 2.2336442470550537
99th percentile: 2.236560583114624
mean time: 1.9796449661254882
Pipeline stage StressChecker completed in 11.41s
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 0.92s
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 0.69s
Shutdown handler de-registered
chaiml-ir-v3-1-dpo-irv1_56950_v3 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 0.10s
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-v3-1-dpo-irv1-56950-v3-profiler
Waiting for inference service chaiml-ir-v3-1-dpo-irv1-56950-v3-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
%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 2957.54s
Shutdown handler de-registered
chaiml-ir-v3-1-dpo-irv1_56950_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-ir-v3-1-dpo-irv1_56950_v3 status is now torndown due to DeploymentManager action