tanliboy-lambda-qwen2-5_93066

developer_uid: huohuo12

submission_id: tanliboy-lambda-qwen2-5_93066_v2

model_name: tanliboy-lambda-qwen2-5_93066_v2

model_group: tanliboy/lambda-qwen2.5-

status: torndown

timestamp: 2025-02-20T07:56:49+00:00

num_battles: 5503

num_wins: 2693

celo_rating: 1231.73

family_friendly_score: 0.6442

family_friendly_standard_error: 0.006770618287867069

submission_type: basic

model_repo: tanliboy/lambda-qwen2.5-14b-dpo-test

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': 0.47110662459814956, 'latency_mean': 2.1225784432888033, 'latency_p50': 2.134364128112793, 'latency_p90': 2.3203170776367186}, {'batch_size': 3, 'throughput': 0.86692558696868, 'latency_mean': 3.4477720749378205, 'latency_p50': 3.474901795387268, 'latency_p90': 3.7586246728897095}, {'batch_size': 5, 'throughput': 1.0569764564735422, 'latency_mean': 4.714937603473663, 'latency_p50': 4.704470753669739, 'latency_p90': 5.252162623405456}, {'batch_size': 6, 'throughput': 1.1242137593972996, 'latency_mean': 5.316423262357712, 'latency_p50': 5.3123157024383545, 'latency_p90': 6.023040246963501}, {'batch_size': 10, 'throughput': 1.1986576653047918, 'latency_mean': 8.279097851514816, 'latency_p50': 8.351925134658813, 'latency_p90': 9.214831209182739}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: tanliboy-lambda-qwen2-5_93066_v2

is_internal_developer: False

language_model: tanliboy/lambda-qwen2.5-14b-dpo-test

model_size: 15B

ranking_group: single

throughput_3p7s: 0.92

us_pacific_date: 2025-02-19

win_ratio: 0.48936943485371615

generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 40, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n'], 'max_input_tokens': 1024, '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': 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 tanliboy-lambda-qwen2-5-93066-v2-mkmlizer
Waiting for job on tanliboy-lambda-qwen2-5-93066-v2-mkmlizer to finish
tanliboy-lambda-qwen2-5-93066-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
tanliboy-lambda-qwen2-5-93066-v2-mkmlizer: ║     _____            __           __                                ║
tanliboy-lambda-qwen2-5-93066-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
tanliboy-lambda-qwen2-5-93066-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
tanliboy-lambda-qwen2-5-93066-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
tanliboy-lambda-qwen2-5-93066-v2-mkmlizer: ║       /___/                                                         ║
tanliboy-lambda-qwen2-5-93066-v2-mkmlizer: ║                                                                     ║
tanliboy-lambda-qwen2-5-93066-v2-mkmlizer: ║  Version: 0.12.8                                                    ║
tanliboy-lambda-qwen2-5-93066-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
tanliboy-lambda-qwen2-5-93066-v2-mkmlizer: ║  https://mk1.ai                                                     ║
tanliboy-lambda-qwen2-5-93066-v2-mkmlizer: ║                                                                     ║
tanliboy-lambda-qwen2-5-93066-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
tanliboy-lambda-qwen2-5-93066-v2-mkmlizer: ║  belonging to:                                                      ║
tanliboy-lambda-qwen2-5-93066-v2-mkmlizer: ║                                                                     ║
tanliboy-lambda-qwen2-5-93066-v2-mkmlizer: ║  Chai Research Corp.                                                ║
tanliboy-lambda-qwen2-5-93066-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
tanliboy-lambda-qwen2-5-93066-v2-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
tanliboy-lambda-qwen2-5-93066-v2-mkmlizer: ║                                                                     ║
tanliboy-lambda-qwen2-5-93066-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
tanliboy-lambda-qwen2-5-93066-v2-mkmlizer: Downloaded to shared memory in 59.238s
tanliboy-lambda-qwen2-5-93066-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp6z621yl7, device:0
tanliboy-lambda-qwen2-5-93066-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
tanliboy-lambda-qwen2-5-93066-v2-mkmlizer: creating bucket guanaco-mkml-models
tanliboy-lambda-qwen2-5-93066-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
tanliboy-lambda-qwen2-5-93066-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/tanliboy-lambda-qwen2-5-93066-v2
tanliboy-lambda-qwen2-5-93066-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/tanliboy-lambda-qwen2-5-93066-v2/config.json
tanliboy-lambda-qwen2-5-93066-v2-mkmlizer: cp /dev/shm/model_cache/added_tokens.json s3://guanaco-mkml-models/tanliboy-lambda-qwen2-5-93066-v2/added_tokens.json
tanliboy-lambda-qwen2-5-93066-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/tanliboy-lambda-qwen2-5-93066-v2/special_tokens_map.json
tanliboy-lambda-qwen2-5-93066-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/tanliboy-lambda-qwen2-5-93066-v2/tokenizer_config.json
tanliboy-lambda-qwen2-5-93066-v2-mkmlizer: cp /dev/shm/model_cache/merges.txt s3://guanaco-mkml-models/tanliboy-lambda-qwen2-5-93066-v2/merges.txt
tanliboy-lambda-qwen2-5-93066-v2-mkmlizer: cp /dev/shm/model_cache/vocab.json s3://guanaco-mkml-models/tanliboy-lambda-qwen2-5-93066-v2/vocab.json
tanliboy-lambda-qwen2-5-93066-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/tanliboy-lambda-qwen2-5-93066-v2/tokenizer.json
tanliboy-lambda-qwen2-5-93066-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/tanliboy-lambda-qwen2-5-93066-v2/flywheel_model.1.safetensors
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Job tanliboy-lambda-qwen2-5-93066-v2-mkmlizer completed after 125.21s with status: succeeded
Stopping job with name tanliboy-lambda-qwen2-5-93066-v2-mkmlizer
Pipeline stage MKMLizer completed in 125.69s
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Creating inference service tanliboy-lambda-qwen2-5-93066-v2
Waiting for inference service tanliboy-lambda-qwen2-5-93066-v2 to be ready
Failed to get response for submission mistralai-mistral-nem_93303_v406: ('http://mistralai-mistral-nem-93303-v406-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:43428->127.0.0.1:8080: read: connection reset by peer\n')
Inference service tanliboy-lambda-qwen2-5-93066-v2 ready after 190.70764565467834s
Pipeline stage MKMLDeployer completed in 191.21s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.5914065837860107s
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Received healthy response to inference request in 2.0328900814056396s
Received healthy response to inference request in 1.8540995121002197s
Received healthy response to inference request in 1.9108052253723145s
5 requests
0 failed requests
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Pipeline stage StressChecker completed in 11.07s
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