chaiml-qwen14b-dpoexp2-sf_329

developer_uid: NischayDnk

submission_id: chaiml-qwen14b-dpoexp2-sf_329_v2

model_name: chaiml-qwen14b-dpoexp2-sf_329_v2

model_group: ChaiML/qwen14b-dpoexp2-s

status: torndown

timestamp: 2025-04-07T23:15:48+00:00

num_battles: 8347

num_wins: 4085

celo_rating: 1273.14

family_friendly_score: 0.5389999999999999

family_friendly_standard_error: 0.0070495248066802345

submission_type: basic

model_repo: ChaiML/qwen14b-dpoexp2-sftdel12kexp4

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': 0.4663418359403937, 'latency_mean': 2.1442844796180727, 'latency_p50': 2.157727837562561, 'latency_p90': 2.3798686027526856}, {'batch_size': 3, 'throughput': 0.8503140791290928, 'latency_mean': 3.520549292564392, 'latency_p50': 3.524868130683899, 'latency_p90': 3.838740015029907}, {'batch_size': 5, 'throughput': 1.0458800128658854, 'latency_mean': 4.764743510484696, 'latency_p50': 4.756908416748047, 'latency_p90': 5.3687437057495115}, {'batch_size': 6, 'throughput': 1.0927624265142362, 'latency_mean': 5.4555297017097475, 'latency_p50': 5.493154168128967, 'latency_p90': 6.1142923593521115}, {'batch_size': 10, 'throughput': 1.18612821728665, 'latency_mean': 8.374698621034621, 'latency_p50': 8.387298822402954, 'latency_p90': 9.43096752166748}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: chaiml-qwen14b-dpoexp2-sf_329_v2

is_internal_developer: False

language_model: ChaiML/qwen14b-dpoexp2-sftdel12kexp4

model_size: 15B

ranking_group: single

throughput_3p7s: 0.89

us_pacific_date: 2025-04-07

win_ratio: 0.48939738828321555

generation_params: {'temperature': 0.75, 'top_p': 0.96, 'min_p': 0.025, 'top_k': 60, 'presence_penalty': 0.2, 'frequency_penalty': 0.2, 'stopping_words': ['<|im_end|>', '\n'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}

formatter: {'memory_template': '[INST]<|im_start|>system\n{memory}<|im_end|>\n', 'prompt_template': '<|im_start|>user\n{prompt}<|im_end|>\n', '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': '<|im_start|>assistant\n{bot_name}:', 'truncate_by_message': False}

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-sf-329-v2-mkmlizer
Waiting for job on chaiml-qwen14b-dpoexp2-sf-329-v2-mkmlizer to finish
chaiml-qwen14b-dpoexp2-sf-329-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-qwen14b-dpoexp2-sf-329-v2-mkmlizer: ║     _____            __           __                                ║
chaiml-qwen14b-dpoexp2-sf-329-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-qwen14b-dpoexp2-sf-329-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-qwen14b-dpoexp2-sf-329-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-qwen14b-dpoexp2-sf-329-v2-mkmlizer: ║       /___/                                                         ║
chaiml-qwen14b-dpoexp2-sf-329-v2-mkmlizer: ║                                                                     ║
chaiml-qwen14b-dpoexp2-sf-329-v2-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-qwen14b-dpoexp2-sf-329-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-qwen14b-dpoexp2-sf-329-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-qwen14b-dpoexp2-sf-329-v2-mkmlizer: ║                                                                     ║
chaiml-qwen14b-dpoexp2-sf-329-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-qwen14b-dpoexp2-sf-329-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-qwen14b-dpoexp2-sf-329-v2-mkmlizer: ║                                                                     ║
chaiml-qwen14b-dpoexp2-sf-329-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-qwen14b-dpoexp2-sf-329-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-qwen14b-dpoexp2-sf-329-v2-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
chaiml-qwen14b-dpoexp2-sf-329-v2-mkmlizer: ║                                                                     ║
chaiml-qwen14b-dpoexp2-sf-329-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-qwen14b-dpoexp2-sf-329-v2-mkmlizer: Downloaded to shared memory in 56.341s
chaiml-qwen14b-dpoexp2-sf-329-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp02th19rb, device:0
chaiml-qwen14b-dpoexp2-sf-329-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-qwen14b-dpoexp2-sf-329-v2-mkmlizer: quantized model in 36.381s
chaiml-qwen14b-dpoexp2-sf-329-v2-mkmlizer: Processed model ChaiML/qwen14b-dpoexp2-sftdel12kexp4 in 92.722s
chaiml-qwen14b-dpoexp2-sf-329-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-qwen14b-dpoexp2-sf-329-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-qwen14b-dpoexp2-sf-329-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-qwen14b-dpoexp2-sf-329-v2
chaiml-qwen14b-dpoexp2-sf-329-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-qwen14b-dpoexp2-sf-329-v2/config.json
chaiml-qwen14b-dpoexp2-sf-329-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-qwen14b-dpoexp2-sf-329-v2/special_tokens_map.json
chaiml-qwen14b-dpoexp2-sf-329-v2-mkmlizer: cp /dev/shm/model_cache/added_tokens.json s3://guanaco-mkml-models/chaiml-qwen14b-dpoexp2-sf-329-v2/added_tokens.json
chaiml-qwen14b-dpoexp2-sf-329-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-qwen14b-dpoexp2-sf-329-v2/tokenizer_config.json
chaiml-qwen14b-dpoexp2-sf-329-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-qwen14b-dpoexp2-sf-329-v2/flywheel_model.1.safetensors
chaiml-qwen14b-dpoexp2-sf-329-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-qwen14b-dpoexp2-sf-329-v2/flywheel_model.0.safetensors
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Job chaiml-qwen14b-dpoexp2-sf-329-v2-mkmlizer completed after 124.84s with status: succeeded
Stopping job with name chaiml-qwen14b-dpoexp2-sf-329-v2-mkmlizer
Pipeline stage MKMLizer completed in 125.31s
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Creating inference service chaiml-qwen14b-dpoexp2-sf-329-v2
Waiting for inference service chaiml-qwen14b-dpoexp2-sf-329-v2 to be ready
Inference service chaiml-qwen14b-dpoexp2-sf-329-v2 ready after 100.71119117736816s
Pipeline stage MKMLDeployer completed in 101.43s
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Running pipeline stage StressChecker
Received healthy response to inference request in 3.253974437713623s
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Received healthy response to inference request in 2.1827266216278076s
Received healthy response to inference request in 1.9255006313323975s
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