submission_id: cloudyu-chaiml-nemo-dpo-v2_v1
developer_uid: cloudyu
best_of: 8
celo_rating: 1245.5
display_name: cloudyu-chaiml-nemo-dpo-v2_v1
family_friendly_score: 0.5724
family_friendly_standard_error: 0.006996545433283485
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}
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}
gpu_counts: {'NVIDIA RTX A5000': 1}
is_internal_developer: False
language_model: cloudyu/ChaiML-Nemo-DPO-V2
latencies: [{'batch_size': 1, 'throughput': 0.608003308666687, 'latency_mean': 1.6446350753307342, 'latency_p50': 1.6356662511825562, 'latency_p90': 1.8237297534942627}, {'batch_size': 3, 'throughput': 1.118331383229901, 'latency_mean': 2.673145030736923, 'latency_p50': 2.6990216970443726, 'latency_p90': 2.966651964187622}, {'batch_size': 5, 'throughput': 1.3536730593116386, 'latency_mean': 3.683087363243103, 'latency_p50': 3.6976112127304077, 'latency_p90': 4.0862257242202755}, {'batch_size': 6, 'throughput': 1.4129673250514418, 'latency_mean': 4.225499775409698, 'latency_p50': 4.222665309906006, 'latency_p90': 4.718549513816834}, {'batch_size': 8, 'throughput': 1.4834557475241437, 'latency_mean': 5.369685448408127, 'latency_p50': 5.391619920730591, 'latency_p90': 6.131701064109802}, {'batch_size': 10, 'throughput': 1.5165684493104925, 'latency_mean': 6.5525931239128115, 'latency_p50': 6.5140604972839355, 'latency_p90': 7.347312378883362}]
max_input_tokens: 1024
max_output_tokens: 64
model_architecture: MistralForCausalLM
model_group: cloudyu/ChaiML-Nemo-DPO-
model_name: cloudyu-chaiml-nemo-dpo-v2_v1
model_num_parameters: 12772070400.0
model_repo: cloudyu/ChaiML-Nemo-DPO-V2
model_size: 13B
num_battles: 22131
num_wins: 10625
ranking_group: single
status: inactive
submission_type: basic
throughput_3p7s: 1.36
timestamp: 2024-11-24T04:55:53+00:00
us_pacific_date: 2024-11-23
win_ratio: 0.48009579323121415
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-chaiml-nemo-dpo-v2-v1-mkmlizer
Waiting for job on cloudyu-chaiml-nemo-dpo-v2-v1-mkmlizer to finish
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cloudyu-chaiml-nemo-dpo-v2-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cloudyu-chaiml-nemo-dpo-v2-v1-mkmlizer: ║ _____ __ __ ║
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cloudyu-chaiml-nemo-dpo-v2-v1-mkmlizer: ║ / _/ / // / |/|/ / _ \/ -_) -_) / ║
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cloudyu-chaiml-nemo-dpo-v2-v1-mkmlizer: ║ /___/ ║
cloudyu-chaiml-nemo-dpo-v2-v1-mkmlizer: ║ ║
cloudyu-chaiml-nemo-dpo-v2-v1-mkmlizer: ║ Version: 0.11.12 ║
cloudyu-chaiml-nemo-dpo-v2-v1-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
cloudyu-chaiml-nemo-dpo-v2-v1-mkmlizer: ║ https://mk1.ai ║
cloudyu-chaiml-nemo-dpo-v2-v1-mkmlizer: ║ ║
cloudyu-chaiml-nemo-dpo-v2-v1-mkmlizer: ║ The license key for the current software has been verified as ║
cloudyu-chaiml-nemo-dpo-v2-v1-mkmlizer: ║ belonging to: ║
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cloudyu-chaiml-nemo-dpo-v2-v1-mkmlizer: ║ Chai Research Corp. ║
cloudyu-chaiml-nemo-dpo-v2-v1-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
cloudyu-chaiml-nemo-dpo-v2-v1-mkmlizer: ║ Expiration: 2025-01-15 23:59:59 ║
cloudyu-chaiml-nemo-dpo-v2-v1-mkmlizer: ║ ║
cloudyu-chaiml-nemo-dpo-v2-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
cloudyu-chaiml-nemo-dpo-v2-v1-mkmlizer: Downloaded to shared memory in 49.315s
cloudyu-chaiml-nemo-dpo-v2-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp7p1wdehv, device:0
cloudyu-chaiml-nemo-dpo-v2-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cloudyu-chaiml-nemo-dpo-v2-v1-mkmlizer: quantized model in 35.971s
cloudyu-chaiml-nemo-dpo-v2-v1-mkmlizer: Processed model cloudyu/ChaiML-Nemo-DPO-V2 in 85.286s
cloudyu-chaiml-nemo-dpo-v2-v1-mkmlizer: creating bucket guanaco-mkml-models
cloudyu-chaiml-nemo-dpo-v2-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cloudyu-chaiml-nemo-dpo-v2-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v2-v1
cloudyu-chaiml-nemo-dpo-v2-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v2-v1/tokenizer.json
cloudyu-chaiml-nemo-dpo-v2-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v2-v1/flywheel_model.0.safetensors
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Job cloudyu-chaiml-nemo-dpo-v2-v1-mkmlizer completed after 103.88s with status: succeeded
Stopping job with name cloudyu-chaiml-nemo-dpo-v2-v1-mkmlizer
Pipeline stage MKMLizer completed in 104.37s
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Pipeline stage MKMLDeployer completed in 110.97s
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5th percentile: 1.7373505592346192
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mean time: 2.0405225276947023
Pipeline stage StressChecker completed in 11.54s
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cloudyu-chaiml-nemo-dpo-v2_v1 status is now inactive due to auto deactivation removed underperforming models