chaiml-cai-v2-1-dpo-bas_31237

developer_uid: chai_backend_admin

submission_id: chaiml-cai-v2-1-dpo-bas_31237_v1

model_name: training123

model_group: ChaiML/cai-v2-1-dpo_base

status: torndown

timestamp: 2025-11-10T14:21:27+00:00

num_battles: 6510

num_wins: 3264

celo_rating: 1304.22

family_friendly_score: 0.0

family_friendly_standard_error: 0.0

submission_type: basic

model_repo: ChaiML/cai-v2-1-dpo_basev0-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': 0.37677515529945543, 'latency_mean': 2.653971803188324, 'latency_p50': 2.6571351289749146, 'latency_p90': 2.9122334241867067}, {'batch_size': 2, 'throughput': 0.564517939071723, 'latency_mean': 3.5390170001983643, 'latency_p50': 3.5526472330093384, 'latency_p90': 3.8149694919586183}, {'batch_size': 3, 'throughput': 0.6995359049936848, 'latency_mean': 4.280032726526261, 'latency_p50': 4.277621030807495, 'latency_p90': 4.867784214019776}, {'batch_size': 4, 'throughput': 0.7924396586460081, 'latency_mean': 5.040031410455704, 'latency_p50': 5.046800971031189, 'latency_p90': 5.777904272079468}, {'batch_size': 5, 'throughput': 0.856869212366563, 'latency_mean': 5.820607043504715, 'latency_p50': 5.789738893508911, 'latency_p90': 6.606316804885864}]

gpu_counts: {'NVIDIA L40S': 1}

display_name: training123

is_internal_developer: True

language_model: ChaiML/cai-v2-1-dpo_basev0-cosine

model_size: 24B

ranking_group: single

throughput_3p7s: 0.6

us_pacific_date: 2025-11-07

win_ratio: 0.5013824884792627

generation_params: {'temperature': 0.3, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['</s>', 'User:', 'You:'], '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-cai-v2-1-dpo-bas-31237-v1-mkmlizer
Waiting for job on chaiml-cai-v2-1-dpo-bas-31237-v1-mkmlizer to finish
chaiml-cai-v2-1-dpo-bas-31237-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-cai-v2-1-dpo-bas-31237-v1-mkmlizer: ║                                                                     ║
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chaiml-cai-v2-1-dpo-bas-31237-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-cai-v2-1-dpo-bas-31237-v1-mkmlizer: ║                                                                     ║
chaiml-cai-v2-1-dpo-bas-31237-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-cai-v2-1-dpo-bas-31237-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-cai-v2-1-dpo-bas-31237-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-cai-v2-1-dpo-bas-31237-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-cai-v2-1-dpo-bas-31237-v1-mkmlizer: ║                                                                     ║
chaiml-cai-v2-1-dpo-bas-31237-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-cai-v2-1-dpo-bas-31237-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-cai-v2-1-dpo-bas-31237-v1-mkmlizer: ║                                                                     ║
chaiml-cai-v2-1-dpo-bas-31237-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-cai-v2-1-dpo-bas-31237-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-cai-v2-1-dpo-bas-31237-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-cai-v2-1-dpo-bas-31237-v1-mkmlizer: ║                                                                     ║
chaiml-cai-v2-1-dpo-bas-31237-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-cai-v2-1-dpo-bas-31237-v1-mkmlizer: Downloaded to shared memory in 59.558s
chaiml-cai-v2-1-dpo-bas-31237-v1-mkmlizer: Checking if ChaiML/cai-v2-1-dpo_basev0-cosine already exists in ChaiML
chaiml-cai-v2-1-dpo-bas-31237-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpjk2zm4uu, device:0
chaiml-cai-v2-1-dpo-bas-31237-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-cai-v2-1-dpo-bas-31237-v1-mkmlizer: quantized model in 41.976s
chaiml-cai-v2-1-dpo-bas-31237-v1-mkmlizer: Processed model ChaiML/cai-v2-1-dpo_basev0-cosine in 101.534s
chaiml-cai-v2-1-dpo-bas-31237-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-cai-v2-1-dpo-bas-31237-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-cai-v2-1-dpo-bas-31237-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-cai-v2-1-dpo-bas-31237-v1/nvidia
chaiml-cai-v2-1-dpo-bas-31237-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-cai-v2-1-dpo-bas-31237-v1/nvidia/config.json
chaiml-cai-v2-1-dpo-bas-31237-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-cai-v2-1-dpo-bas-31237-v1/nvidia/special_tokens_map.json
chaiml-cai-v2-1-dpo-bas-31237-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-cai-v2-1-dpo-bas-31237-v1/nvidia/tokenizer_config.json
chaiml-cai-v2-1-dpo-bas-31237-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-cai-v2-1-dpo-bas-31237-v1/nvidia/tokenizer.json
chaiml-cai-v2-1-dpo-bas-31237-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-cai-v2-1-dpo-bas-31237-v1/nvidia/flywheel_model.1.safetensors
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Job chaiml-cai-v2-1-dpo-bas-31237-v1-mkmlizer completed after 174.81s with status: succeeded
Stopping job with name chaiml-cai-v2-1-dpo-bas-31237-v1-mkmlizer
Pipeline stage MKMLizer completed in 175.30s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.14s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-cai-v2-1-dpo-bas-31237-v1
Waiting for inference service chaiml-cai-v2-1-dpo-bas-31237-v1 to be ready
Inference service chaiml-cai-v2-1-dpo-bas-31237-v1 ready after 160.9373881816864s
Pipeline stage MKMLDeployer completed in 161.56s
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Running pipeline stage StressChecker
Received healthy response to inference request in 3.3599891662597656s
Received healthy response to inference request in 2.1445586681365967s
Received healthy response to inference request in 2.4209091663360596s
Received healthy response to inference request in 2.5526766777038574s
Received healthy response to inference request in 2.3792777061462402s
5 requests
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5th percentile: 2.1915024757385253
10th percentile: 2.238446283340454
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50th percentile: 2.4209091663360596
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70th percentile: 2.526323175430298
80th percentile: 2.7141391754150392
90th percentile: 3.0370641708374024
95th percentile: 3.198526668548584
99th percentile: 3.327696666717529
mean time: 2.571482276916504
Pipeline stage StressChecker completed in 14.59s
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Evaluating %s Family Friendly Score with %s threads
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Pipeline stage OfflineFamilyFriendlyScorer completed in 5560.75s
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