developer_uid: zonemercy
submission_id: chaiml-ir-v4-1-dpo-irv0_48911_v7
model_name: test
model_group: ChaiML/ir-v4-1-dpo_irv0-
status: torndown
timestamp: 2025-11-03T22:56:20+00:00
num_battles: 6182
num_wins: 3128
celo_rating: 1294.62
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/ir-v4-1-dpo_irv0-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': 0.45804064984525933, 'latency_mean': 2.183115108013153, 'latency_p50': 2.1979600191116333, 'latency_p90': 2.3841315269470216}, {'batch_size': 2, 'throughput': 0.6728132152869453, 'latency_mean': 2.963894728422165, 'latency_p50': 2.958166003227234, 'latency_p90': 3.191661548614502}, {'batch_size': 3, 'throughput': 0.8174684342114464, 'latency_mean': 3.6654213750362397, 'latency_p50': 3.645068883895874, 'latency_p90': 3.9330597877502442}, {'batch_size': 4, 'throughput': 0.9056141545498335, 'latency_mean': 4.398220368623734, 'latency_p50': 4.395724773406982, 'latency_p90': 5.026510119438171}, {'batch_size': 5, 'throughput': 0.9570726764764587, 'latency_mean': 5.1999859416484835, 'latency_p50': 5.2183942794799805, 'latency_p90': 5.98817765712738}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
is_internal_developer: True
language_model: ChaiML/ir-v4-1-dpo_irv0-lr5e6b01-cosine
model_size: 24B
ranking_group: single
throughput_3p7s: 0.82
us_pacific_date: 2025-10-31
win_ratio: 0.5059851180847622
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-v4-1-dpo-irv0-48911-v7-mkmlizer
Waiting for job on chaiml-ir-v4-1-dpo-irv0-48911-v7-mkmlizer to finish
chaiml-ir-v4-1-dpo-irv0-48911-v7-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ir-v4-1-dpo-irv0-48911-v7-mkmlizer: ║                                                                     ║
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chaiml-ir-v4-1-dpo-irv0-48911-v7-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-ir-v4-1-dpo-irv0-48911-v7-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ir-v4-1-dpo-irv0-48911-v7-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv0-48911-v7-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ir-v4-1-dpo-irv0-48911-v7-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ir-v4-1-dpo-irv0-48911-v7-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ir-v4-1-dpo-irv0-48911-v7-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ir-v4-1-dpo-irv0-48911-v7-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv0-48911-v7-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ir-v4-1-dpo-irv0-48911-v7-mkmlizer: ║  belonging to:                                                      ║
chaiml-ir-v4-1-dpo-irv0-48911-v7-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv0-48911-v7-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ir-v4-1-dpo-irv0-48911-v7-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ir-v4-1-dpo-irv0-48911-v7-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ir-v4-1-dpo-irv0-48911-v7-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv0-48911-v7-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ir-v4-1-dpo-irv0-48911-v7-mkmlizer: Downloaded to shared memory in 43.422s
chaiml-ir-v4-1-dpo-irv0-48911-v7-mkmlizer: Checking if ChaiML/ir-v4-1-dpo_irv0-lr5e6b01-cosine already exists in ChaiML
chaiml-ir-v4-1-dpo-irv0-48911-v7-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp8xciqgcj, device:0
chaiml-ir-v4-1-dpo-irv0-48911-v7-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-ir-v4-1-dpo-irv0-48911-v7-mkmlizer: quantized model in 287.480s
chaiml-ir-v4-1-dpo-irv0-48911-v7-mkmlizer: Processed model ChaiML/ir-v4-1-dpo_irv0-lr5e6b01-cosine in 330.903s
chaiml-ir-v4-1-dpo-irv0-48911-v7-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ir-v4-1-dpo-irv0-48911-v7-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ir-v4-1-dpo-irv0-48911-v7-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv0-48911-v7/nvidia
chaiml-ir-v4-1-dpo-irv0-48911-v7-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv0-48911-v7/nvidia/config.json
chaiml-ir-v4-1-dpo-irv0-48911-v7-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv0-48911-v7/nvidia/special_tokens_map.json
chaiml-ir-v4-1-dpo-irv0-48911-v7-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv0-48911-v7/nvidia/tokenizer_config.json
chaiml-ir-v4-1-dpo-irv0-48911-v7-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv0-48911-v7/nvidia/tokenizer.json
chaiml-ir-v4-1-dpo-irv0-48911-v7-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv0-48911-v7/nvidia/flywheel_model.1.safetensors
chaiml-ir-v4-1-dpo-irv0-48911-v7-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv0-48911-v7/nvidia/flywheel_model.0.safetensors
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Job chaiml-ir-v4-1-dpo-irv0-48911-v7-mkmlizer completed after 397.66s with status: succeeded
Stopping job with name chaiml-ir-v4-1-dpo-irv0-48911-v7-mkmlizer
Pipeline stage MKMLizer completed in 398.31s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.19s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-ir-v4-1-dpo-irv0-48911-v7
Waiting for inference service chaiml-ir-v4-1-dpo-irv0-48911-v7 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-irv0-48911-v7 ready after 130.7393023967743s
Pipeline stage MKMLDeployer completed in 131.33s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.8504505157470703s
Received healthy response to inference request in 1.95554518699646s
Received healthy response to inference request in 2.0293784141540527s
Received healthy response to inference request in 1.7489068508148193s
Received healthy response to inference request in 2.0500597953796387s
5 requests
0 failed requests
5th percentile: 1.7902345180511474
10th percentile: 1.8315621852874755
20th percentile: 1.9142175197601319
30th percentile: 1.9703118324279785
40th percentile: 1.9998451232910157
50th percentile: 2.0293784141540527
60th percentile: 2.037650966644287
70th percentile: 2.0459235191345213
80th percentile: 2.210137939453125
90th percentile: 2.5302942276000975
95th percentile: 2.690372371673584
99th percentile: 2.818434886932373
mean time: 2.126868152618408
Pipeline stage StressChecker completed in 12.28s
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 0.99s
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 0.86s
Shutdown handler de-registered
chaiml-ir-v4-1-dpo-irv0_48911_v7 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 0.08s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-ir-v4-1-dpo-irv0-48911-v7-profiler
Waiting for inference service chaiml-ir-v4-1-dpo-irv0-48911-v7-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 4683.71s
Shutdown handler de-registered
chaiml-ir-v4-1-dpo-irv0_48911_v7 status is now torndown due to DeploymentManager action