chaiml-ir-v4-1-dpo-irv1_27949

developer_uid: zonemercy
submission_id: chaiml-ir-v4-1-dpo-irv1_27949_v3
model_name: test
model_group: ChaiML/ir-v4-1-dpo_irv13
status: torndown
timestamp: 2025-11-02T19:06:19+00:00
num_battles: 6658
num_wins: 3464
celo_rating: 1300.62
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': 0.45999231537305396, 'latency_mean': 2.1738244771957396, 'latency_p50': 2.173106551170349, 'latency_p90': 2.3765239000320433}, {'batch_size': 2, 'throughput': 0.6863623407875775, 'latency_mean': 2.912452918291092, 'latency_p50': 2.910120964050293, 'latency_p90': 3.147394299507141}, {'batch_size': 3, 'throughput': 0.8286331762628176, 'latency_mean': 3.6097226405143736, 'latency_p50': 3.606478452682495, 'latency_p90': 3.905849027633667}, {'batch_size': 4, 'throughput': 0.9257725909836424, 'latency_mean': 4.307935062646866, 'latency_p50': 4.317354679107666, 'latency_p90': 4.864671635627746}, {'batch_size': 5, 'throughput': 0.9799663897759783, 'latency_mean': 5.08520632982254, 'latency_p50': 5.0952699184417725, 'latency_p90': 5.769393420219421}]
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: 2025-10-30
win_ratio: 0.5202763592670472
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': ['You:', 'User:', '</s>'], '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-irv1-27949-v3-mkmlizer
Waiting for job on chaiml-ir-v4-1-dpo-irv1-27949-v3-mkmlizer to finish
chaiml-ir-v4-1-dpo-irv1-27949-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ir-v4-1-dpo-irv1-27949-v3-mkmlizer: ║                                                                     ║
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chaiml-ir-v4-1-dpo-irv1-27949-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ir-v4-1-dpo-irv1-27949-v3-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv1-27949-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ir-v4-1-dpo-irv1-27949-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ir-v4-1-dpo-irv1-27949-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ir-v4-1-dpo-irv1-27949-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ir-v4-1-dpo-irv1-27949-v3-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv1-27949-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ir-v4-1-dpo-irv1-27949-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-ir-v4-1-dpo-irv1-27949-v3-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv1-27949-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ir-v4-1-dpo-irv1-27949-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ir-v4-1-dpo-irv1-27949-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ir-v4-1-dpo-irv1-27949-v3-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv1-27949-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ir-v4-1-dpo-irv1-27949-v3-mkmlizer: Downloaded to shared memory in 53.553s
chaiml-ir-v4-1-dpo-irv1-27949-v3-mkmlizer: Checking if ChaiML/ir-v4-1-dpo_irv13-lr5e6b01 already exists in ChaiML
chaiml-ir-v4-1-dpo-irv1-27949-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmphd_ebwn8, device:0
chaiml-ir-v4-1-dpo-irv1-27949-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-ir-v4-1-dpo-irv1-27949-v3-mkmlizer: quantized model in 283.098s
chaiml-ir-v4-1-dpo-irv1-27949-v3-mkmlizer: Processed model ChaiML/ir-v4-1-dpo_irv13-lr5e6b01 in 336.652s
chaiml-ir-v4-1-dpo-irv1-27949-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ir-v4-1-dpo-irv1-27949-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ir-v4-1-dpo-irv1-27949-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv1-27949-v3/nvidia
chaiml-ir-v4-1-dpo-irv1-27949-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv1-27949-v3/nvidia/config.json
chaiml-ir-v4-1-dpo-irv1-27949-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv1-27949-v3/nvidia/tokenizer_config.json
chaiml-ir-v4-1-dpo-irv1-27949-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv1-27949-v3/nvidia/special_tokens_map.json
chaiml-ir-v4-1-dpo-irv1-27949-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv1-27949-v3/nvidia/tokenizer.json
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-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv1-27949-v3/nvidia/flywheel_model.1.safetensors
chaiml-ir-v4-1-dpo-irv1-27949-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv1-27949-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-ir-v4-1-dpo-irv1-27949-v3-mkmlizer completed after 400.12s with status: succeeded
Stopping job with name chaiml-ir-v4-1-dpo-irv1-27949-v3-mkmlizer
Pipeline stage MKMLizer completed in 400.68s
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-v4-1-dpo-irv1-27949-v3
Waiting for inference service chaiml-ir-v4-1-dpo-irv1-27949-v3 to be ready
Inference service chaiml-ir-v4-1-dpo-irv1-27949-v3 ready after 120.68324518203735s
Pipeline stage MKMLDeployer completed in 121.76s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.111565351486206s
Received healthy response to inference request in 1.743929147720337s
Received healthy response to inference request in 1.7119896411895752s
Received healthy response to inference request in 1.8362314701080322s
Received healthy response to inference request in 1.9991931915283203s
5 requests
0 failed requests
5th percentile: 1.7183775424957275
10th percentile: 1.7247654438018798
20th percentile: 1.7375412464141846
30th percentile: 1.762389612197876
40th percentile: 1.7993105411529542
50th percentile: 1.8362314701080322
60th percentile: 1.9014161586761475
70th percentile: 1.9666008472442627
80th percentile: 2.0216676235198974
90th percentile: 2.066616487503052
95th percentile: 2.089090919494629
99th percentile: 2.1070704650878906
mean time: 1.880581760406494
Pipeline stage StressChecker completed in 11.49s
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 0.71s
Shutdown handler de-registered
chaiml-ir-v4-1-dpo-irv1_27949_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-v4-1-dpo-irv1-27949-v3-profiler
Waiting for inference service chaiml-ir-v4-1-dpo-irv1-27949-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
Pipeline stage OfflineFamilyFriendlyScorer completed in 4643.53s
Shutdown handler de-registered
chaiml-ir-v4-1-dpo-irv1_27949_v3 status is now torndown due to DeploymentManager action