Model: OpenLLM-Ro/RoLlama3-8b-Instruct-2024-06-28
Author: OpenLLM-Ro
Pipeline: text-generation
Library: transformers
Tags: transformers, safetensors, llama, text-generation, conversational, ro, dataset:OpenLLM-Ro/ro_sft_alpaca, dataset:OpenLLM-Ro/ro_sft_alpaca_gpt4, dataset:OpenLLM-Ro/ro_sft_dolly, dataset:OpenLLM-Ro/ro_sft_selfinstruct_gpt4, dataset:OpenLLM-Ro/ro_sft_norobots, dataset:OpenLLM-Ro/ro_sft_orca, dataset:OpenLLM-Ro/ro_sft_camel, arxiv:2406.18266, base_model:meta-llama/Meta-Llama-3-8B, base_model:finetune:meta-llama/Meta-Llama-3-8B, license:cc-by-nc-4.0, model-index, text-generation-inference, endpoints_compatible, region:us
Base models (finetune): id: meta-llama/Meta-Llama-3-8B
Card metadata: license: cc-by-nc-4.0
language: ro
base_model: meta-llama/Meta-Llama-3-8B
datasets: OpenLLM-Ro/ro_sft_alpaca, OpenLLM-Ro/ro_sft_alpaca_gpt4, OpenLLM-Ro/ro_sft_dolly, OpenLLM-Ro/ro_sft_selfinstruct_gpt4, OpenLLM-Ro/ro_sft_norobots, OpenLLM-Ro/ro_sft_orca, OpenLLM-Ro/ro_sft_camel
model-index: name: OpenLLM-Ro/RoLlama3-8b-Instruct-2024-06-28
results: task: type: text-generation
dataset: name: RoMT-Bench
type: RoMT-Bench
metrics: name: Score
type: Score
value: 5.15
verified: no, task: type: text-generation
dataset: name: RoCulturaBench
type: RoCulturaBench
metrics: name: Score
type: Score
value: 3.71
verified: no, task: type: text-generation
dataset: name: Romanian_Academic_Benchmarks
type: Romanian_Academic_Benchmarks
metrics: name: Average accuracy
type: accuracy
value: 50.56
verified: no, task: type: text-generation
dataset: name: OpenLLM-Ro/ro_arc_challenge
type: OpenLLM-Ro/ro_arc_challenge
metrics: name: Average accuracy
type: accuracy
value: 44.7
verified: no, task: type: text-generation
dataset: name: OpenLLM-Ro/ro_mmlu
type: OpenLLM-Ro/ro_mmlu
metrics: name: Average accuracy
type: accuracy
value: 52.19
verified: no, task: type: text-generation
dataset: name: OpenLLM-Ro/ro_winogrande
type: OpenLLM-Ro/ro_winogrande
metrics: name: Average accuracy
type: accuracy
value: 67.23
verified: no, task: type: text-generation
dataset: name: OpenLLM-Ro/ro_hellaswag
type: OpenLLM-Ro/ro_hellaswag
metrics: name: Average accuracy
type: accuracy
value: 57.69
verified: no, task: type: text-generation
dataset: name: OpenLLM-Ro/ro_gsm8k
type: OpenLLM-Ro/ro_gsm8k
metrics: name: Average accuracy
type: accuracy
value: 30.23
verified: no, task: type: text-generation
dataset: name: OpenLLM-Ro/ro_truthfulqa
type: OpenLLM-Ro/ro_truthfulqa
metrics: name: Average accuracy
type: accuracy
value: 51.34
verified: no, task: type: text-generation
dataset: name: LaRoSeDa_binary
type: LaRoSeDa_binary
metrics: name: Average macro-f1
type: macro-f1
value: 97.52
verified: no, task: type: text-generation
dataset: name: LaRoSeDa_multiclass
type: LaRoSeDa_multiclass
metrics: name: Average macro-f1
type: macro-f1
value: 67.41
verified: no, task: type: text-generation
dataset: name: LaRoSeDa_binary_finetuned
type: LaRoSeDa_binary_finetuned
metrics: name: Average macro-f1
type: macro-f1
value: 94.15
verified: no, task: type: text-generation
dataset: name: LaRoSeDa_multiclass_finetuned
type: LaRoSeDa_multiclass_finetuned
metrics: name: Average macro-f1
type: macro-f1
value: 87.13
verified: no, task: type: text-generation
dataset: name: WMT_EN-RO
type: WMT_EN-RO
metrics: name: Average bleu
type: bleu
value: 24.01
verified: no, task: type: text-generation
dataset: name: WMT_RO-EN
type: WMT_RO-EN
metrics: name: Average bleu
type: bleu
value: 27.36
verified: no, task: type: text-generation
dataset: name: WMT_EN-RO_finetuned
type: WMT_EN-RO_finetuned
metrics: name: Average bleu
type: bleu
value: 26.53
verified: no, task: type: text-generation
dataset: name: WMT_RO-EN_finetuned
type: WMT_RO-EN_finetuned
metrics: name: Average bleu
type: bleu
value: 40.36
verified: no, task: type: text-generation
dataset: name: XQuAD
type: XQuAD
metrics: name: Average exact_match
type: exact_match
value: 39.43
verified: no, task: type: text-generation
dataset: name: XQuAD
type: XQuAD
metrics: name: Average f1
type: f1
value: 59.5
verified: no, task: type: text-generation
dataset: name: XQuAD_finetuned
type: XQuAD_finetuned
metrics: name: Average exact_match
type: exact_match
value: 44.45
verified: no, task: type: text-generation
dataset: name: XQuAD_finetuned
type: XQuAD_finetuned
metrics: name: Average f1
type: f1
value: 59.76
verified: no, task: type: text-generation
dataset: name: STS
type: STS
metrics: name: Average spearman
type: spearman
value: 77.2
verified: no, task: type: text-generation
dataset: name: STS
type: STS
metrics: name: Average pearson
type: pearson
value: 77.87
verified: no, task: type: text-generation
dataset: name: STS_finetuned
type: STS_finetuned
metrics: name: Average spearman
type: spearman
value: 85.8
verified: no, task: type: text-generation
dataset: name: STS_finetuned
type: STS_finetuned
metrics: name: Average pearson
type: pearson
value: 86.05
verified: no, task: type: text-generation
dataset: name: RoMT-Bench
type: RoMT-Bench
metrics: name: First turn
type: Score
value: 6.03
verified: no, name: Second turn
type: Score
value: 4.28
verified: no, task: type: text-generation
dataset: name: OpenLLM-Ro/ro_arc_challenge
type: OpenLLM-Ro/ro_arc_challenge
metrics: name: 0-shot
type: accuracy
value: 41.9
verified: no, name: 1-shot
type: accuracy
value: 44.3
verified: no, name: 3-shot
type: accuracy
value: 44.56
verified: no, name: 5-shot
type: accuracy
value: 45.5
verified: no, name: 10-shot
type: accuracy
value: 46.1
verified: no, name: 25-shot
type: accuracy
value: 45.84
verified: no, task: type: text-generation
dataset: name: OpenLLM-Ro/ro_mmlu
type: OpenLLM-Ro/ro_mmlu
metrics: name: 0-shot
type: accuracy
value: 50.85
verified: no, name: 1-shot
type: accuracy
value: 51.24
verified: no, name: 3-shot
type: accuracy
value: 53.3
verified: no, name: 5-shot
type: accuracy
value: 53.39
verified: no, task: type: text-generation
dataset: name: OpenLLM-Ro/ro_winogrande
type: OpenLLM-Ro/ro_winogrande
metrics: name: 0-shot
type: accuracy
value: 65.19
verified: no, name: 1-shot
type: accuracy
value: 66.54
verified: no, name: 3-shot
type: accuracy
value: 67.88
verified: no, name: 5-shot
type: accuracy
value: 69.3
verified: no, task: type: text-generation
dataset: name: OpenLLM-Ro/ro_hellaswag
type: OpenLLM-Ro/ro_hellaswag
metrics: name: 0-shot
type: accuracy
value: 56.12
verified: no, name: 1-shot
type: accuracy
value: 57.37
verified: no, name: 3-shot
type: accuracy
value: 57.92
verified: no, name: 5-shot
type: accuracy
value: 58.18
verified: no, name: 10-shot
type: accuracy
value: 58.85
verified: no, task: type: text-generation
dataset: name: OpenLLM-Ro/ro_gsm8k
type: OpenLLM-Ro/ro_gsm8k
metrics: name: 1-shot
type: accuracy
value: 29.42
verified: no, name: 3-shot
type: accuracy
value: 30.02
verified: no, name: 5-shot
type: accuracy
value: 31.24
verified: no, task: type: text-generation
dataset: name: LaRoSeDa_binary
type: LaRoSeDa_binary
metrics: name: 0-shot
type: macro-f1
value: 97.43
verified: no, name: 1-shot
type: macro-f1
value: 96.6
verified: no, name: 3-shot
type: macro-f1
value: 97.9
verified: no, name: 5-shot
type: macro-f1
value: 98.13
verified: no, task: type: text-generation
dataset: name: LaRoSeDa_multiclass
type: LaRoSeDa_multiclass
metrics: name: 0-shot
type: macro-f1
value: 63.77
verified: no, name: 1-shot
type: macro-f1
value: 68.91
verified: no, name: 3-shot
type: macro-f1
value: 66.36
verified: no, name: 5-shot
type: macro-f1
value: 70.61
verified: no, task: type: text-generation
dataset: name: WMT_EN-RO
type: WMT_EN-RO
metrics: name: 0-shot
type: bleu
value: 6.92
verified: no, name: 1-shot
type: bleu
value: 29.33
verified: no, name: 3-shot
type: bleu
value: 29.79
verified: no, name: 5-shot
type: bleu
value: 30.02
verified: no, task: type: text-generation
dataset: name: WMT_RO-EN
type: WMT_RO-EN
metrics: name: 0-shot
type: bleu
value: 4.5
verified: no, name: 1-shot
type: bleu
value: 30.3
verified: no, name: 3-shot
type: bleu
value: 36.96
verified: no, name: 5-shot
type: bleu
value: 37.7
verified: no, task: type: text-generation
dataset: name: XQuAD_EM
type: XQuAD_EM
metrics: name: 0-shot
type: exact_match
value: 4.45
verified: no, name: 1-shot
type: exact_match
value: 48.24
verified: no, name: 3-shot
type: exact_match
value: 52.03
verified: no, name: 5-shot
type: exact_match
value: 53.03
verified: no, task: type: text-generation
dataset: name: XQuAD_F1
type: XQuAD_F1
metrics: name: 0-shot
type: f1
value: 26.08
verified: no, name: 1-shot
type: f1
value: 68.4
verified: no, name: 3-shot
type: f1
value: 71.92
verified: no, name: 5-shot
type: f1
value: 71.6
verified: no, task: type: text-generation
dataset: name: STS_Spearman
type: STS_Spearman
metrics: name: 1-shot
type: spearman
value: 77.76
verified: no, name: 3-shot
type: spearman
value: 76.72
verified: no, name: 5-shot
type: spearman
value: 77.12
verified: no, task: type: text-generation
dataset: name: STS_Pearson
type: STS_Pearson
metrics: name: 1-shot
type: pearson
value: 77.83
verified: no, name: 3-shot
type: pearson
value: 77.64
verified: no, name: 5-shot
type: pearson
value: 78.13
verified: no
Likes: 9 | All-time downloads: 2472
Created: 2024-06-06 13:25:57