chaiml-ir-v3-1-dpo-irv_56950

developer_uid: zonemercy
submission_id: chaiml-ir-v3-1-dpo-irv_56950_v12
model_name: chaiml-ir-v3-1-dpo-irv_56950_v12
model_group: ChaiML/ir-v3-1-dpo_irv13
status: torndown
timestamp: 2025-11-14T23:06:40+00:00
num_battles: 6006
num_wins: 3204
celo_rating: 1305.93
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
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': 0.4625421559965345, 'latency_mean': 2.161839506626129, 'latency_p50': 2.1500645875930786, 'latency_p90': 2.3648606061935427}, {'batch_size': 2, 'throughput': 0.675330268940294, 'latency_mean': 2.9566557955741883, 'latency_p50': 2.9697446823120117, 'latency_p90': 3.177513027191162}, {'batch_size': 3, 'throughput': 0.8122862548916765, 'latency_mean': 3.680563410520554, 'latency_p50': 3.703992009162903, 'latency_p90': 3.95792236328125}, {'batch_size': 4, 'throughput': 0.9226710560920828, 'latency_mean': 4.323858107328415, 'latency_p50': 4.328307151794434, 'latency_p90': 4.9400629043579105}, {'batch_size': 5, 'throughput': 0.9792097781124852, 'latency_mean': 5.079905862808228, 'latency_p50': 5.085217118263245, 'latency_p90': 5.7991779088974}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-ir-v3-1-dpo-irv_56950_v12
is_internal_developer: True
language_model: ChaiML/ir-v3-1-dpo_irv13-lr5e6b01
model_size: 24B
ranking_group: single
throughput_3p7s: 0.82
us_pacific_date: 2025-11-11
win_ratio: 0.5334665334665335
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': ['\n', 'You:', '</s>', '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-v3-1-dpo-irv-56950-v12-mkmlizer
Waiting for job on chaiml-ir-v3-1-dpo-irv-56950-v12-mkmlizer to finish
chaiml-ir-v3-1-dpo-irv-56950-v12-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ir-v3-1-dpo-irv-56950-v12-mkmlizer: ║                                                                     ║
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chaiml-ir-v3-1-dpo-irv-56950-v12-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ir-v3-1-dpo-irv-56950-v12-mkmlizer: ║                                                                     ║
chaiml-ir-v3-1-dpo-irv-56950-v12-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ir-v3-1-dpo-irv-56950-v12-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ir-v3-1-dpo-irv-56950-v12-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ir-v3-1-dpo-irv-56950-v12-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ir-v3-1-dpo-irv-56950-v12-mkmlizer: ║                                                                     ║
chaiml-ir-v3-1-dpo-irv-56950-v12-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ir-v3-1-dpo-irv-56950-v12-mkmlizer: ║  belonging to:                                                      ║
chaiml-ir-v3-1-dpo-irv-56950-v12-mkmlizer: ║                                                                     ║
chaiml-ir-v3-1-dpo-irv-56950-v12-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ir-v3-1-dpo-irv-56950-v12-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ir-v3-1-dpo-irv-56950-v12-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ir-v3-1-dpo-irv-56950-v12-mkmlizer: ║                                                                     ║
chaiml-ir-v3-1-dpo-irv-56950-v12-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ir-v3-1-dpo-irv-56950-v12-mkmlizer: Downloaded to shared memory in 56.942s
chaiml-ir-v3-1-dpo-irv-56950-v12-mkmlizer: Checking if ChaiML/ir-v3-1-dpo_irv13-lr5e6b01 already exists in ChaiML
chaiml-ir-v3-1-dpo-irv-56950-v12-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpyclm4x48, device:0
chaiml-ir-v3-1-dpo-irv-56950-v12-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-irv-56950-v12-mkmlizer: quantized model in 285.888s
chaiml-ir-v3-1-dpo-irv-56950-v12-mkmlizer: Processed model ChaiML/ir-v3-1-dpo_irv13-lr5e6b01 in 342.830s
chaiml-ir-v3-1-dpo-irv-56950-v12-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ir-v3-1-dpo-irv-56950-v12-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ir-v3-1-dpo-irv-56950-v12-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ir-v3-1-dpo-irv-56950-v12/nvidia
chaiml-ir-v3-1-dpo-irv-56950-v12-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ir-v3-1-dpo-irv-56950-v12/nvidia/special_tokens_map.json
chaiml-ir-v3-1-dpo-irv-56950-v12-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ir-v3-1-dpo-irv-56950-v12/nvidia/config.json
chaiml-ir-v3-1-dpo-irv-56950-v12-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ir-v3-1-dpo-irv-56950-v12/nvidia/tokenizer_config.json
chaiml-ir-v3-1-dpo-irv-56950-v12-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ir-v3-1-dpo-irv-56950-v12/nvidia/tokenizer.json
chaiml-ir-v3-1-dpo-irv-56950-v12-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ir-v3-1-dpo-irv-56950-v12/nvidia/flywheel_model.1.safetensors
chaiml-ir-v3-1-dpo-irv-56950-v12-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ir-v3-1-dpo-irv-56950-v12/nvidia/flywheel_model.0.safetensors
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Job chaiml-ir-v3-1-dpo-irv-56950-v12-mkmlizer completed after 411.25s with status: succeeded
Stopping job with name chaiml-ir-v3-1-dpo-irv-56950-v12-mkmlizer
Pipeline stage MKMLizer completed in 411.94s
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-v3-1-dpo-irv-56950-v12
Waiting for inference service chaiml-ir-v3-1-dpo-irv-56950-v12 to be ready
Retrying (%r) after connection broken by '%r': %s
Inference service chaiml-ir-v3-1-dpo-irv-56950-v12 ready after 140.96585869789124s
Pipeline stage MKMLDeployer completed in 141.56s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.3678369522094727s
Received healthy response to inference request in 1.902674674987793s
Received healthy response to inference request in 1.7743959426879883s
Received healthy response to inference request in 1.924452781677246s
Received healthy response to inference request in 1.7218859195709229s
5 requests
0 failed requests
5th percentile: 1.7323879241943358
10th percentile: 1.742889928817749
20th percentile: 1.7638939380645753
30th percentile: 1.8000516891479492
40th percentile: 1.851363182067871
50th percentile: 1.902674674987793
60th percentile: 1.9113859176635741
70th percentile: 1.9200971603393555
80th percentile: 2.0131296157836913
90th percentile: 2.190483283996582
95th percentile: 2.2791601181030274
99th percentile: 2.3501015853881837
mean time: 1.9382492542266845
Pipeline stage StressChecker completed in 11.14s
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 0.66s
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 1.92s
Shutdown handler de-registered
chaiml-ir-v3-1-dpo-irv_56950_v12 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-irv-56950-v12-profiler
Waiting for inference service chaiml-ir-v3-1-dpo-irv-56950-v12-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
Pipeline stage OfflineFamilyFriendlyScorer completed in 4891.46s
Shutdown handler de-registered
chaiml-ir-v3-1-dpo-irv_56950_v12 status is now torndown due to DeploymentManager action