cloudyu-nemo-dpo-v23

developer_uid: cloudyu

submission_id: cloudyu-nemo-dpo-v23_v1

model_name: cloudyu-nemo-dpo-v23_v1

model_group: cloudyu/Nemo-DPO-V23

status: torndown

timestamp: 2025-01-10T06:20:26+00:00

num_battles: 7959

num_wins: 4110

celo_rating: 1274.41

family_friendly_score: 0.579

family_friendly_standard_error: 0.006982248921371967

submission_type: basic

model_repo: cloudyu/Nemo-DPO-V23

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6144034476193457, 'latency_mean': 1.6275412011146546, 'latency_p50': 1.6318615674972534, 'latency_p90': 1.7975469827651978}, {'batch_size': 3, 'throughput': 1.1451406885273114, 'latency_mean': 2.6069427835941315, 'latency_p50': 2.610946774482727, 'latency_p90': 2.829147720336914}, {'batch_size': 5, 'throughput': 1.3632647920215644, 'latency_mean': 3.643236312866211, 'latency_p50': 3.670146107673645, 'latency_p90': 4.054275488853454}, {'batch_size': 6, 'throughput': 1.4464823392237776, 'latency_mean': 4.1269960272312165, 'latency_p50': 4.15249228477478, 'latency_p90': 4.652853393554688}, {'batch_size': 8, 'throughput': 1.5114240276012005, 'latency_mean': 5.271308441162109, 'latency_p50': 5.282905340194702, 'latency_p90': 5.93916175365448}, {'batch_size': 10, 'throughput': 1.5515624641378623, 'latency_mean': 6.398291767835617, 'latency_p50': 6.378500819206238, 'latency_p90': 7.3463242769241335}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: cloudyu-nemo-dpo-v23_v1

is_internal_developer: False

language_model: cloudyu/Nemo-DPO-V23

model_size: 13B

ranking_group: single

throughput_3p7s: 1.38

us_pacific_date: 2025-01-09

win_ratio: 0.5163965322276668

generation_params: {'temperature': 0.99, 'top_p': 0.99, 'min_p': 0.01, 'top_k': 80, '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 cloudyu-nemo-dpo-v23-v1-mkmlizer
Waiting for job on cloudyu-nemo-dpo-v23-v1-mkmlizer to finish
cloudyu-nemo-dpo-v23-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cloudyu-nemo-dpo-v23-v1-mkmlizer: ║     _____            __           __                                ║
cloudyu-nemo-dpo-v23-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
cloudyu-nemo-dpo-v23-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
cloudyu-nemo-dpo-v23-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
cloudyu-nemo-dpo-v23-v1-mkmlizer: ║       /___/                                                         ║
cloudyu-nemo-dpo-v23-v1-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v23-v1-mkmlizer: ║  Version: 0.11.12                                                   ║
cloudyu-nemo-dpo-v23-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
cloudyu-nemo-dpo-v23-v1-mkmlizer: ║  https://mk1.ai                                                     ║
cloudyu-nemo-dpo-v23-v1-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v23-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
cloudyu-nemo-dpo-v23-v1-mkmlizer: ║  belonging to:                                                      ║
cloudyu-nemo-dpo-v23-v1-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v23-v1-mkmlizer: ║  Chai Research Corp.                                                ║
cloudyu-nemo-dpo-v23-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
cloudyu-nemo-dpo-v23-v1-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
cloudyu-nemo-dpo-v23-v1-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v23-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
cloudyu-nemo-dpo-v23-v1-mkmlizer: Downloaded to shared memory in 49.933s
cloudyu-nemo-dpo-v23-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp3tuqmriu, device:0
cloudyu-nemo-dpo-v23-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cloudyu-nemo-dpo-v23-v1-mkmlizer: quantized model in 36.068s
cloudyu-nemo-dpo-v23-v1-mkmlizer: Processed model cloudyu/Nemo-DPO-V23 in 86.001s
cloudyu-nemo-dpo-v23-v1-mkmlizer: creating bucket guanaco-mkml-models
cloudyu-nemo-dpo-v23-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cloudyu-nemo-dpo-v23-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cloudyu-nemo-dpo-v23-v1
cloudyu-nemo-dpo-v23-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v23-v1/config.json
cloudyu-nemo-dpo-v23-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v23-v1/special_tokens_map.json
cloudyu-nemo-dpo-v23-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v23-v1/tokenizer_config.json
cloudyu-nemo-dpo-v23-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v23-v1/tokenizer.json
cloudyu-nemo-dpo-v23-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cloudyu-nemo-dpo-v23-v1/flywheel_model.0.safetensors
cloudyu-nemo-dpo-v23-v1-mkmlizer: 
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Job cloudyu-nemo-dpo-v23-v1-mkmlizer completed after 115.27s with status: succeeded
Stopping job with name cloudyu-nemo-dpo-v23-v1-mkmlizer
Pipeline stage MKMLizer completed in 115.83s
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Creating inference service cloudyu-nemo-dpo-v23-v1
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Inference service cloudyu-nemo-dpo-v23-v1 ready after 362.2947015762329s
Pipeline stage MKMLDeployer completed in 362.88s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.590301275253296s
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Received healthy response to inference request in 1.6906378269195557s
Received healthy response to inference request in 1.740581750869751s
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mean time: 2.068211889266968
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Pipeline stage OfflineFamilyFriendlyScorer completed in 2654.86s
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