chaiml-ua-v1-dpo-7b07-l_42381

developer_uid: chai_backend_admin

submission_id: chaiml-ua-v1-dpo-7b07-l_42381_v1

model_name: training123

model_group: ChaiML/ua-v1-dpo_7b07-lr

status: torndown

timestamp: 2025-11-08T08:16:30+00:00

num_battles: 5427

num_wins: 2644

celo_rating: 1297.37

family_friendly_score: 0.0

family_friendly_standard_error: 0.0

submission_type: basic

model_repo: ChaiML/ua-v1-dpo_7b07-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': 0.37959085877718934, 'latency_mean': 2.634292554855347, 'latency_p50': 2.6361855268478394, 'latency_p90': 2.882310724258423}, {'batch_size': 2, 'throughput': 0.5745923873978925, 'latency_mean': 3.4803178358078, 'latency_p50': 3.4657909870147705, 'latency_p90': 3.794618511199951}, {'batch_size': 3, 'throughput': 0.7108859907056987, 'latency_mean': 4.210040044784546, 'latency_p50': 4.2172771692276, 'latency_p90': 4.591788673400879}, {'batch_size': 4, 'throughput': 0.8096670638039642, 'latency_mean': 4.9328773033618925, 'latency_p50': 4.910004615783691, 'latency_p90': 5.675894093513489}, {'batch_size': 5, 'throughput': 0.8678647721230348, 'latency_mean': 5.744147846698761, 'latency_p50': 5.6769304275512695, 'latency_p90': 6.6914514064788815}]

gpu_counts: {'NVIDIA L40S': 1}

display_name: training123

is_internal_developer: True

language_model: ChaiML/ua-v1-dpo_7b07-lr5e6b01-cosine

model_size: 24B

ranking_group: single

throughput_3p7s: 0.62

us_pacific_date: 2025-11-05

win_ratio: 0.48719366132301456

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', '</s>', 'You:', '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
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Running pipeline stage MKMLizer
Starting job with name chaiml-ua-v1-dpo-7b07-l-42381-v1-mkmlizer
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chaiml-ua-v1-dpo-7b07-l-42381-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ua-v1-dpo-7b07-l-42381-v1-mkmlizer: ║                                                                     ║
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chaiml-ua-v1-dpo-7b07-l-42381-v1-mkmlizer: ║                                                                     ║
chaiml-ua-v1-dpo-7b07-l-42381-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ua-v1-dpo-7b07-l-42381-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ua-v1-dpo-7b07-l-42381-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ua-v1-dpo-7b07-l-42381-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ua-v1-dpo-7b07-l-42381-v1-mkmlizer: ║                                                                     ║
chaiml-ua-v1-dpo-7b07-l-42381-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ua-v1-dpo-7b07-l-42381-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-ua-v1-dpo-7b07-l-42381-v1-mkmlizer: ║                                                                     ║
chaiml-ua-v1-dpo-7b07-l-42381-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ua-v1-dpo-7b07-l-42381-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ua-v1-dpo-7b07-l-42381-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ua-v1-dpo-7b07-l-42381-v1-mkmlizer: ║                                                                     ║
chaiml-ua-v1-dpo-7b07-l-42381-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ua-v1-dpo-7b07-l-42381-v1-mkmlizer: Downloaded to shared memory in 59.535s
chaiml-ua-v1-dpo-7b07-l-42381-v1-mkmlizer: Checking if ChaiML/ua-v1-dpo_7b07-lr5e6b01-cosine already exists in ChaiML
chaiml-ua-v1-dpo-7b07-l-42381-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp5yuqo8q1, device:0
chaiml-ua-v1-dpo-7b07-l-42381-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-ua-v1-dpo-7b07-l-42381-v1-mkmlizer: quantized model in 42.500s
chaiml-ua-v1-dpo-7b07-l-42381-v1-mkmlizer: Processed model ChaiML/ua-v1-dpo_7b07-lr5e6b01-cosine in 102.036s
chaiml-ua-v1-dpo-7b07-l-42381-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ua-v1-dpo-7b07-l-42381-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ua-v1-dpo-7b07-l-42381-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ua-v1-dpo-7b07-l-42381-v1/nvidia
chaiml-ua-v1-dpo-7b07-l-42381-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ua-v1-dpo-7b07-l-42381-v1/nvidia/config.json
chaiml-ua-v1-dpo-7b07-l-42381-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ua-v1-dpo-7b07-l-42381-v1/nvidia/special_tokens_map.json
chaiml-ua-v1-dpo-7b07-l-42381-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ua-v1-dpo-7b07-l-42381-v1/nvidia/tokenizer_config.json
chaiml-ua-v1-dpo-7b07-l-42381-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ua-v1-dpo-7b07-l-42381-v1/nvidia/tokenizer.json
chaiml-ua-v1-dpo-7b07-l-42381-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ua-v1-dpo-7b07-l-42381-v1/nvidia/flywheel_model.0.safetensors
chaiml-ua-v1-dpo-7b07-l-42381-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ua-v1-dpo-7b07-l-42381-v1/nvidia/flywheel_model.1.safetensors
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Job chaiml-ua-v1-dpo-7b07-l-42381-v1-mkmlizer completed after 154.45s with status: succeeded
Stopping job with name chaiml-ua-v1-dpo-7b07-l-42381-v1-mkmlizer
Pipeline stage MKMLizer completed in 155.11s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-ua-v1-dpo-7b07-l-42381-v1
Waiting for inference service chaiml-ua-v1-dpo-7b07-l-42381-v1 to be ready
Inference service chaiml-ua-v1-dpo-7b07-l-42381-v1 ready after 150.54067063331604s
Pipeline stage MKMLDeployer completed in 151.12s
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Running pipeline stage StressChecker
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', '')
Received healthy response to inference request in 3.0591113567352295s
Received healthy response to inference request in 2.1270389556884766s
Received healthy response to inference request in 2.5111639499664307s
Received healthy response to inference request in 2.2228047847747803s
Received healthy response to inference request in 2.1273248195648193s
5 requests
0 failed requests
5th percentile: 2.1270961284637453
10th percentile: 2.1271533012390136
20th percentile: 2.1272676467895506
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40th percentile: 2.1846127986907957
50th percentile: 2.2228047847747803
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70th percentile: 2.4534921169281003
80th percentile: 2.6207534313201903
90th percentile: 2.83993239402771
95th percentile: 2.94952187538147
99th percentile: 3.0371934604644775
mean time: 2.4094887733459474
Pipeline stage StressChecker completed in 13.54s
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