developer_uid: zonemercy
submission_id: chaiml-ir-v4-1-dpo-irv0_40057_v6
model_name: test
model_group: ChaiML/ir-v4-1-dpo_irv0-
status: torndown
timestamp: 2025-11-03T17:56:27+00:00
num_battles: 6569
num_wins: 3398
celo_rating: 1303.16
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/ir-v4-1-dpo_irv0-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': 0.45805209432432387, 'latency_mean': 2.1830546247959135, 'latency_p50': 2.174925208091736, 'latency_p90': 2.398345112800598}, {'batch_size': 2, 'throughput': 0.6702647334308895, 'latency_mean': 2.973232651948929, 'latency_p50': 2.961521863937378, 'latency_p90': 3.2375904321670532}, {'batch_size': 3, 'throughput': 0.7984282162796768, 'latency_mean': 3.7450932383537294, 'latency_p50': 3.7629854679107666, 'latency_p90': 4.233465194702148}, {'batch_size': 4, 'throughput': 0.8961218451414285, 'latency_mean': 4.448306057453156, 'latency_p50': 4.454309105873108, 'latency_p90': 5.080065774917602}, {'batch_size': 5, 'throughput': 0.9476096510043491, 'latency_mean': 5.25956466794014, 'latency_p50': 5.269209146499634, 'latency_p90': 5.929299283027649}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
is_internal_developer: True
language_model: ChaiML/ir-v4-1-dpo_irv0-lr5e6b01
model_size: 24B
ranking_group: single
throughput_3p7s: 0.8
us_pacific_date: 2025-10-31
win_ratio: 0.5172781245242807
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:', '</s>', '\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': '####\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-irv0-40057-v6-mkmlizer
Waiting for job on chaiml-ir-v4-1-dpo-irv0-40057-v6-mkmlizer to finish
chaiml-ir-v4-1-dpo-irv0-40057-v6-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ir-v4-1-dpo-irv0-40057-v6-mkmlizer: ║                                                                     ║
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chaiml-ir-v4-1-dpo-irv0-40057-v6-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-ir-v4-1-dpo-irv0-40057-v6-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ir-v4-1-dpo-irv0-40057-v6-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv0-40057-v6-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ir-v4-1-dpo-irv0-40057-v6-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ir-v4-1-dpo-irv0-40057-v6-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ir-v4-1-dpo-irv0-40057-v6-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ir-v4-1-dpo-irv0-40057-v6-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv0-40057-v6-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ir-v4-1-dpo-irv0-40057-v6-mkmlizer: ║  belonging to:                                                      ║
chaiml-ir-v4-1-dpo-irv0-40057-v6-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv0-40057-v6-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ir-v4-1-dpo-irv0-40057-v6-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ir-v4-1-dpo-irv0-40057-v6-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ir-v4-1-dpo-irv0-40057-v6-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv0-40057-v6-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ir-v4-1-dpo-irv0-40057-v6-mkmlizer: Downloaded to shared memory in 47.499s
chaiml-ir-v4-1-dpo-irv0-40057-v6-mkmlizer: Checking if ChaiML/ir-v4-1-dpo_irv0-lr5e6b01 already exists in ChaiML
chaiml-ir-v4-1-dpo-irv0-40057-v6-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmplu34x7wa, device:0
chaiml-ir-v4-1-dpo-irv0-40057-v6-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-ir-v4-1-dpo-irv0-40057-v6-mkmlizer: quantized model in 287.494s
chaiml-ir-v4-1-dpo-irv0-40057-v6-mkmlizer: Processed model ChaiML/ir-v4-1-dpo_irv0-lr5e6b01 in 334.994s
chaiml-ir-v4-1-dpo-irv0-40057-v6-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ir-v4-1-dpo-irv0-40057-v6-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ir-v4-1-dpo-irv0-40057-v6-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv0-40057-v6/nvidia
chaiml-ir-v4-1-dpo-irv0-40057-v6-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv0-40057-v6/nvidia/config.json
chaiml-ir-v4-1-dpo-irv0-40057-v6-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv0-40057-v6/nvidia/special_tokens_map.json
chaiml-ir-v4-1-dpo-irv0-40057-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv0-40057-v6/nvidia/tokenizer_config.json
chaiml-ir-v4-1-dpo-irv0-40057-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv0-40057-v6/nvidia/tokenizer.json
chaiml-ir-v4-1-dpo-irv0-40057-v6-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv0-40057-v6/nvidia/flywheel_model.1.safetensors
chaiml-ir-v4-1-dpo-irv0-40057-v6-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv0-40057-v6/nvidia/flywheel_model.0.safetensors
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Job chaiml-ir-v4-1-dpo-irv0-40057-v6-mkmlizer completed after 431.21s with status: succeeded
Stopping job with name chaiml-ir-v4-1-dpo-irv0-40057-v6-mkmlizer
Pipeline stage MKMLizer completed in 431.83s
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-irv0-40057-v6
Waiting for inference service chaiml-ir-v4-1-dpo-irv0-40057-v6 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-irv0-40057-v6 ready after 130.89035058021545s
Pipeline stage MKMLDeployer completed in 131.49s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.2160961627960205s
Received healthy response to inference request in 1.7116954326629639s
Received healthy response to inference request in 1.725916862487793s
Received healthy response to inference request in 1.8953018188476562s
Received healthy response to inference request in 2.197561740875244s
5 requests
0 failed requests
5th percentile: 1.7145397186279296
10th percentile: 1.7173840045928954
20th percentile: 1.7230725765228272
30th percentile: 1.7597938537597657
40th percentile: 1.827547836303711
50th percentile: 1.8953018188476562
60th percentile: 2.0162057876586914
70th percentile: 2.1371097564697266
80th percentile: 2.2012686252593996
90th percentile: 2.20868239402771
95th percentile: 2.212389278411865
99th percentile: 2.2153547859191893
mean time: 1.9493144035339356
Pipeline stage StressChecker completed in 11.46s
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 0.91s
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 0.84s
Shutdown handler de-registered
chaiml-ir-v4-1-dpo-irv0_40057_v6 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
Pipeline stage OfflineFamilyFriendlyScorer completed in 5211.35s
Shutdown handler de-registered
chaiml-ir-v4-1-dpo-irv0_40057_v6 status is now torndown due to DeploymentManager action