chaiml-qwen14b-dpoexp2-s_6544

developer_uid: NischayDnk

submission_id: chaiml-qwen14b-dpoexp2-s_6544_v1

model_name: chaiml-qwen14b-dpoexp2-s_6544_v1

model_group: ChaiML/qwen14b-dpoexp2-s

status: torndown

timestamp: 2025-04-08T22:49:59+00:00

num_battles: 8924

num_wins: 4539

celo_rating: 1275.63

family_friendly_score: 0.5324

family_friendly_standard_error: 0.007056206346189147

submission_type: basic

model_repo: ChaiML/qwen14b-dpoexp2-sftdel12kexp4-oldformat

model_architecture: Qwen2ForCausalLM

model_num_parameters: 14769689600.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.4722957615099723, 'latency_mean': 2.1172327828407287, 'latency_p50': 2.12787401676178, 'latency_p90': 2.3301868200302125}, {'batch_size': 3, 'throughput': 0.876924533694052, 'latency_mean': 3.413523939847946, 'latency_p50': 3.4172126054763794, 'latency_p90': 3.722565841674805}, {'batch_size': 5, 'throughput': 1.0607789329985347, 'latency_mean': 4.691764281988144, 'latency_p50': 4.665650129318237, 'latency_p90': 5.255731534957886}, {'batch_size': 6, 'throughput': 1.1137673921896272, 'latency_mean': 5.366416792869568, 'latency_p50': 5.369059205055237, 'latency_p90': 5.9899046421051025}, {'batch_size': 10, 'throughput': 1.2180183053604903, 'latency_mean': 8.147691423892974, 'latency_p50': 8.156267881393433, 'latency_p90': 9.156285071372986}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: chaiml-qwen14b-dpoexp2-s_6544_v1

is_internal_developer: False

language_model: ChaiML/qwen14b-dpoexp2-sftdel12kexp4-oldformat

model_size: 15B

ranking_group: single

throughput_3p7s: 0.93

us_pacific_date: 2025-04-08

win_ratio: 0.508628417749888

generation_params: {'temperature': 0.7, 'top_p': 0.95, 'min_p': 0.025, 'top_k': 80, 'presence_penalty': 0.3, 'frequency_penalty': 0.3, 'stopping_words': ['You:', '###', '</s>', '\n'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}

formatter: {'memory_template': '[INST]', 'prompt_template': "''", 'bot_template': '<|im_start|>assistant\n{bot_name}: {message}<|im_end|>\n', 'user_template': '<|im_start|>user\n{user_name}: {message}<|im_end|>\n', 'response_template': '[/INST]{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-qwen14b-dpoexp2-s-6544-v1-mkmlizer
Waiting for job on chaiml-qwen14b-dpoexp2-s-6544-v1-mkmlizer to finish
chaiml-qwen14b-dpoexp2-s-6544-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-qwen14b-dpoexp2-s-6544-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-qwen14b-dpoexp2-s-6544-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-qwen14b-dpoexp2-s-6544-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-qwen14b-dpoexp2-s-6544-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-qwen14b-dpoexp2-s-6544-v1-mkmlizer: ║       /___/                                                         ║
chaiml-qwen14b-dpoexp2-s-6544-v1-mkmlizer: ║                                                                     ║
chaiml-qwen14b-dpoexp2-s-6544-v1-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-qwen14b-dpoexp2-s-6544-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-qwen14b-dpoexp2-s-6544-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-qwen14b-dpoexp2-s-6544-v1-mkmlizer: ║                                                                     ║
chaiml-qwen14b-dpoexp2-s-6544-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-qwen14b-dpoexp2-s-6544-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-qwen14b-dpoexp2-s-6544-v1-mkmlizer: ║                                                                     ║
chaiml-qwen14b-dpoexp2-s-6544-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-qwen14b-dpoexp2-s-6544-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-qwen14b-dpoexp2-s-6544-v1-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
chaiml-qwen14b-dpoexp2-s-6544-v1-mkmlizer: ║                                                                     ║
chaiml-qwen14b-dpoexp2-s-6544-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-qwen14b-dpoexp2-s-6544-v1-mkmlizer: Downloaded to shared memory in 51.964s
chaiml-qwen14b-dpoexp2-s-6544-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmprpow6zo3, device:0
chaiml-qwen14b-dpoexp2-s-6544-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-qwen14b-dpoexp2-s-6544-v1-mkmlizer: quantized model in 37.173s
chaiml-qwen14b-dpoexp2-s-6544-v1-mkmlizer: Processed model ChaiML/qwen14b-dpoexp2-sftdel12kexp4-oldformat in 89.138s
chaiml-qwen14b-dpoexp2-s-6544-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-qwen14b-dpoexp2-s-6544-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-qwen14b-dpoexp2-s-6544-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-qwen14b-dpoexp2-s-6544-v1
chaiml-qwen14b-dpoexp2-s-6544-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-qwen14b-dpoexp2-s-6544-v1/config.json
chaiml-qwen14b-dpoexp2-s-6544-v1-mkmlizer: cp /dev/shm/model_cache/added_tokens.json s3://guanaco-mkml-models/chaiml-qwen14b-dpoexp2-s-6544-v1/added_tokens.json
chaiml-qwen14b-dpoexp2-s-6544-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-qwen14b-dpoexp2-s-6544-v1/special_tokens_map.json
chaiml-qwen14b-dpoexp2-s-6544-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-qwen14b-dpoexp2-s-6544-v1/tokenizer_config.json
chaiml-qwen14b-dpoexp2-s-6544-v1-mkmlizer: cp /dev/shm/model_cache/merges.txt s3://guanaco-mkml-models/chaiml-qwen14b-dpoexp2-s-6544-v1/merges.txt
chaiml-qwen14b-dpoexp2-s-6544-v1-mkmlizer: cp /dev/shm/model_cache/vocab.json s3://guanaco-mkml-models/chaiml-qwen14b-dpoexp2-s-6544-v1/vocab.json
chaiml-qwen14b-dpoexp2-s-6544-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-qwen14b-dpoexp2-s-6544-v1/tokenizer.json
chaiml-qwen14b-dpoexp2-s-6544-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-qwen14b-dpoexp2-s-6544-v1/flywheel_model.1.safetensors
chaiml-qwen14b-dpoexp2-s-6544-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-qwen14b-dpoexp2-s-6544-v1/flywheel_model.0.safetensors
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Job chaiml-qwen14b-dpoexp2-s-6544-v1-mkmlizer completed after 114.72s with status: succeeded
Stopping job with name chaiml-qwen14b-dpoexp2-s-6544-v1-mkmlizer
Pipeline stage MKMLizer completed in 115.19s
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Creating inference service chaiml-qwen14b-dpoexp2-s-6544-v1
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Inference service chaiml-qwen14b-dpoexp2-s-6544-v1 ready after 110.41439819335938s
Pipeline stage MKMLDeployer completed in 110.89s
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Running pipeline stage StressChecker
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Received healthy response to inference request in 2.11198353767395s
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