chaiml-7b07-v1-dpo-lr26

developer_uid: chai_backend_admin

submission_id: chaiml-7b07-v1-dpo-lr26_v1

model_name: training123

model_group: ChaiML/7b07-v1-dpo_lr26

status: torndown

timestamp: 2025-11-21T22:51:05+00:00

num_battles: 6022

num_wins: 3260

celo_rating: 1302.02

family_friendly_score: 0.0

family_friendly_standard_error: 0.0

submission_type: basic

model_repo: ChaiML/7b07-v1-dpo_lr26

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': 0.3775773940658909, 'latency_mean': 2.648339065313339, 'latency_p50': 2.6651439666748047, 'latency_p90': 2.915172815322876}, {'batch_size': 2, 'throughput': 0.5641478960390733, 'latency_mean': 3.5370373904705046, 'latency_p50': 3.554092049598694, 'latency_p90': 3.8311046361923218}, {'batch_size': 3, 'throughput': 0.6990347828488134, 'latency_mean': 4.284636985063553, 'latency_p50': 4.279571056365967, 'latency_p90': 4.601822423934936}, {'batch_size': 4, 'throughput': 0.795307628410927, 'latency_mean': 5.013810919523239, 'latency_p50': 4.985571384429932, 'latency_p90': 5.774665951728821}, {'batch_size': 5, 'throughput': 0.8658989716336966, 'latency_mean': 5.744834953546524, 'latency_p50': 5.737339735031128, 'latency_p90': 6.505236315727234}]

gpu_counts: {'NVIDIA L40S': 1}

display_name: training123

is_internal_developer: True

language_model: ChaiML/7b07-v1-dpo_lr26

model_size: 24B

ranking_group: single

throughput_3p7s: 0.6

us_pacific_date: 2025-11-18

win_ratio: 0.5413483892394554

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', 'User:', '</s>', '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-7b07-v1-dpo-lr26-v1-mkmlizer
Waiting for job on chaiml-7b07-v1-dpo-lr26-v1-mkmlizer to finish
chaiml-7b07-v1-dpo-lr26-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-7b07-v1-dpo-lr26-v1-mkmlizer: ║                                                                     ║
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chaiml-7b07-v1-dpo-lr26-v1-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-7b07-v1-dpo-lr26-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-7b07-v1-dpo-lr26-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-7b07-v1-dpo-lr26-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-7b07-v1-dpo-lr26-v1-mkmlizer: ║                                                                     ║
chaiml-7b07-v1-dpo-lr26-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-7b07-v1-dpo-lr26-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-7b07-v1-dpo-lr26-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-7b07-v1-dpo-lr26-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-7b07-v1-dpo-lr26-v1-mkmlizer: ║                                                                     ║
chaiml-7b07-v1-dpo-lr26-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-7b07-v1-dpo-lr26-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-7b07-v1-dpo-lr26-v1-mkmlizer: ║                                                                     ║
chaiml-7b07-v1-dpo-lr26-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-7b07-v1-dpo-lr26-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-7b07-v1-dpo-lr26-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-7b07-v1-dpo-lr26-v1-mkmlizer: ║                                                                     ║
chaiml-7b07-v1-dpo-lr26-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-7b07-v1-dpo-lr26-v1-mkmlizer: Downloaded to shared memory in 50.094s
chaiml-7b07-v1-dpo-lr26-v1-mkmlizer: Checking if ChaiML/7b07-v1-dpo_lr26 already exists in ChaiML
chaiml-7b07-v1-dpo-lr26-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpfnniaw8r, device:0
chaiml-7b07-v1-dpo-lr26-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-7b07-v1-dpo-lr26-v1-mkmlizer: quantized model in 41.753s
chaiml-7b07-v1-dpo-lr26-v1-mkmlizer: Processed model ChaiML/7b07-v1-dpo_lr26 in 91.848s
chaiml-7b07-v1-dpo-lr26-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-7b07-v1-dpo-lr26-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-7b07-v1-dpo-lr26-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-7b07-v1-dpo-lr26-v1/nvidia
chaiml-7b07-v1-dpo-lr26-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-7b07-v1-dpo-lr26-v1/nvidia/special_tokens_map.json
chaiml-7b07-v1-dpo-lr26-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-7b07-v1-dpo-lr26-v1/nvidia/config.json
chaiml-7b07-v1-dpo-lr26-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-7b07-v1-dpo-lr26-v1/nvidia/tokenizer_config.json
chaiml-7b07-v1-dpo-lr26-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-7b07-v1-dpo-lr26-v1/nvidia/tokenizer.json
chaiml-7b07-v1-dpo-lr26-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-7b07-v1-dpo-lr26-v1/nvidia/flywheel_model.0.safetensors
chaiml-7b07-v1-dpo-lr26-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-7b07-v1-dpo-lr26-v1/nvidia/flywheel_model.1.safetensors
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Job chaiml-7b07-v1-dpo-lr26-v1-mkmlizer completed after 165.63s with status: succeeded
Stopping job with name chaiml-7b07-v1-dpo-lr26-v1-mkmlizer
Pipeline stage MKMLizer completed in 166.17s
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Running pipeline stage MKMLTemplater
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-7b07-v1-dpo-lr26-v1
Waiting for inference service chaiml-7b07-v1-dpo-lr26-v1 to be ready
Inference service chaiml-7b07-v1-dpo-lr26-v1 ready after 141.25140237808228s
Pipeline stage MKMLDeployer completed in 141.91s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.5911898612976074s
Received healthy response to inference request in 2.3884761333465576s
Received healthy response to inference request in 2.3248937129974365s
Received healthy response to inference request in 2.5025582313537598s
Received healthy response to inference request in 2.1424436569213867s
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