chaiml-albert-dpo-0912-v_1751

developer_uid: azuruce
submission_id: chaiml-albert-dpo-0912-v_1751_v4
model_name: edit_original
model_group: ChaiML/albert_dpo_0912_v
status: torndown
timestamp: 2024-09-15T05:23:05+00:00
num_battles: 10706
num_wins: 5267
celo_rating: 1241.43
family_friendly_score: 0.0
submission_type: basic
model_repo: ChaiML/albert_dpo_0912_virgo_edit_original
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
latencies: [{'batch_size': 1, 'throughput': 0.6162348511547021, 'latency_mean': 1.6226949834823607, 'latency_p50': 1.6170941591262817, 'latency_p90': 1.7987423658370971}, {'batch_size': 3, 'throughput': 1.0794899376174805, 'latency_mean': 2.7722282552719117, 'latency_p50': 2.7892407178878784, 'latency_p90': 3.0455524921417236}, {'batch_size': 5, 'throughput': 1.230608864639358, 'latency_mean': 4.046758021116257, 'latency_p50': 4.101028919219971, 'latency_p90': 4.50175793170929}, {'batch_size': 6, 'throughput': 1.2496730311381141, 'latency_mean': 4.776713799238205, 'latency_p50': 4.820531010627747, 'latency_p90': 5.3784167766571045}, {'batch_size': 8, 'throughput': 1.232376779841124, 'latency_mean': 6.455991685390472, 'latency_p50': 6.457752585411072, 'latency_p90': 7.226449823379516}, {'batch_size': 10, 'throughput': 1.207845541816638, 'latency_mean': 8.224508279561997, 'latency_p50': 8.25498366355896, 'latency_p90': 9.236169481277466}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: edit_original
is_internal_developer: True
language_model: ChaiML/albert_dpo_0912_virgo_edit_original
model_size: 13B
ranking_group: single
throughput_3p7s: 1.2
us_pacific_date: 2024-09-14
win_ratio: 0.4919671212404259
generation_params: {'temperature': 0.9, 'top_p': 1.0, 'min_p': 0.05, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n', '</s>', '###', 'Bot:', 'User:', 'You:', '<|im_end|>'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': '', 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{bot_name}:', 'truncate_by_message': False}
Resubmit model
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Running pipeline stage MKMLizer
Starting job with name chaiml-albert-dpo-0912-v-1751-v4-mkmlizer
Waiting for job on chaiml-albert-dpo-0912-v-1751-v4-mkmlizer to finish
chaiml-albert-dpo-0912-v-1751-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-albert-dpo-0912-v-1751-v4-mkmlizer: ║     _____            __           __                                ║
chaiml-albert-dpo-0912-v-1751-v4-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-albert-dpo-0912-v-1751-v4-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-albert-dpo-0912-v-1751-v4-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-albert-dpo-0912-v-1751-v4-mkmlizer: ║       /___/                                                         ║
chaiml-albert-dpo-0912-v-1751-v4-mkmlizer: ║                                                                     ║
chaiml-albert-dpo-0912-v-1751-v4-mkmlizer: ║  Version: 0.10.1                                                    ║
chaiml-albert-dpo-0912-v-1751-v4-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-albert-dpo-0912-v-1751-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-albert-dpo-0912-v-1751-v4-mkmlizer: ║                                                                     ║
chaiml-albert-dpo-0912-v-1751-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-albert-dpo-0912-v-1751-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-albert-dpo-0912-v-1751-v4-mkmlizer: ║                                                                     ║
chaiml-albert-dpo-0912-v-1751-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-albert-dpo-0912-v-1751-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-albert-dpo-0912-v-1751-v4-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
chaiml-albert-dpo-0912-v-1751-v4-mkmlizer: ║                                                                     ║
chaiml-albert-dpo-0912-v-1751-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-albert-dpo-0912-v-1751-v4-mkmlizer: Downloaded to shared memory in 81.197s
chaiml-albert-dpo-0912-v-1751-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpp5y2aq3m, device:0
chaiml-albert-dpo-0912-v-1751-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-albert-dpo-0912-v-1751-v4-mkmlizer: quantized model in 40.353s
chaiml-albert-dpo-0912-v-1751-v4-mkmlizer: Processed model ChaiML/albert_dpo_0912_virgo_edit_original in 121.550s
chaiml-albert-dpo-0912-v-1751-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-albert-dpo-0912-v-1751-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-albert-dpo-0912-v-1751-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-albert-dpo-0912-v-1751-v4
chaiml-albert-dpo-0912-v-1751-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-albert-dpo-0912-v-1751-v4/config.json
chaiml-albert-dpo-0912-v-1751-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-albert-dpo-0912-v-1751-v4/special_tokens_map.json
chaiml-albert-dpo-0912-v-1751-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-albert-dpo-0912-v-1751-v4/tokenizer_config.json
chaiml-albert-dpo-0912-v-1751-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-albert-dpo-0912-v-1751-v4/tokenizer.json
chaiml-albert-dpo-0912-v-1751-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-albert-dpo-0912-v-1751-v4/flywheel_model.0.safetensors
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Job chaiml-albert-dpo-0912-v-1751-v4-mkmlizer completed after 146.34s with status: succeeded
Stopping job with name chaiml-albert-dpo-0912-v-1751-v4-mkmlizer
Pipeline stage MKMLizer completed in 148.35s
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Creating inference service chaiml-albert-dpo-0912-v-1751-v4
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Failed to get response for submission blend_hokok_2024-09-09: ('http://neversleep-noromaid-v0-8068-v150-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Inference service chaiml-albert-dpo-0912-v-1751-v4 ready after 170.83950304985046s
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Received healthy response to inference request in 2.186283588409424s
Received healthy response to inference request in 1.9430196285247803s
Received healthy response to inference request in 1.990450382232666s
Received healthy response to inference request in 1.6469659805297852s
Received healthy response to inference request in 2.113967180252075s
5 requests
0 failed requests
5th percentile: 1.7061767101287841
10th percentile: 1.7653874397277831
20th percentile: 1.8838088989257813
30th percentile: 1.9525057792663574
40th percentile: 1.9714780807495118
50th percentile: 1.990450382232666
60th percentile: 2.03985710144043
70th percentile: 2.0892638206481933
80th percentile: 2.128430461883545
90th percentile: 2.157357025146484
95th percentile: 2.171820306777954
99th percentile: 2.18339093208313
mean time: 1.976137351989746
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kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/chaiml-albert-dpo-0993c05450d130590d24d798595e20d875-deplostnhp:/code/chaiverse_profiler_1726378337 --namespace tenant-chaiml-guanaco
kubectl exec -it chaiml-albert-dpo-0993c05450d130590d24d798595e20d875-deplostnhp --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1726378337 && python profiles.py profile --best_of_n 8 --auto_batch 5 --batches 1,5,10,15,20,25,30,35,40,45,50,55,60,65,70,75,80,85,90,95,100,105,110,115,120,125,130,135,140,145,150,155,160,165,170,175,180,185,190,195 --samples 200 --input_tokens 1024 --output_tokens 64 --summary /code/chaiverse_profiler_1726378337/summary.json'
kubectl exec -it chaiml-albert-dpo-0993c05450d130590d24d798595e20d875-deplostnhp --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1726378337/summary.json'
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nousresearch-meta-llama-4939-v63-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
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nousresearch-meta-llama-4939-v63-mkmlizer: ║       /___/                                                         ║
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nousresearch-meta-llama-4939-v63-mkmlizer: ║                                                                     ║
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nousresearch-meta-llama-4939-v63-mkmlizer: ║  Version: 0.11.12                                                   ║
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nousresearch-meta-llama-4939-v63-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
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nousresearch-meta-llama-4939-v63-mkmlizer: ║  https://mk1.ai                                                     ║
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nousresearch-meta-llama-4939-v63-mkmlizer: ║                                                                     ║
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