Text Generation
Transformers
PyTorch
Telugu
English
llama
conversational
text-generation-inference
Inference Endpoints

Adding Evaluation Results

#5
Files changed (1) hide show
  1. README.md +121 -6
README.md CHANGED
@@ -1,12 +1,114 @@
1
  ---
2
- license: llama2
3
- datasets:
4
- - Telugu-LLM-Labs/yahma_alpaca_cleaned_telugu_filtered_and_romanized
5
- - >-
6
- Telugu-LLM-Labs/teknium_GPTeacher_general_instruct_telugu_filtered_and_romanized
7
  language:
8
  - te
9
  - en
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
10
  ---
11
  # Telugu-Llama2-7B-v0-Instruct
12
 
@@ -99,4 +201,17 @@ The model is a collaborative effort by [Ravi Theja](https://twitter.com/ravithej
99
 
100
  # Note:
101
 
102
- The model is quite sensitive to parameters and inputs and is not yet ready for production. It remains in the experimental phase, and we recommend using it accordingly.
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
  ---
 
 
 
 
 
2
  language:
3
  - te
4
  - en
5
+ license: llama2
6
+ datasets:
7
+ - Telugu-LLM-Labs/yahma_alpaca_cleaned_telugu_filtered_and_romanized
8
+ - Telugu-LLM-Labs/teknium_GPTeacher_general_instruct_telugu_filtered_and_romanized
9
+ model-index:
10
+ - name: Telugu-Llama2-7B-v0-Instruct
11
+ results:
12
+ - task:
13
+ type: text-generation
14
+ name: Text Generation
15
+ dataset:
16
+ name: AI2 Reasoning Challenge (25-Shot)
17
+ type: ai2_arc
18
+ config: ARC-Challenge
19
+ split: test
20
+ args:
21
+ num_few_shot: 25
22
+ metrics:
23
+ - type: acc_norm
24
+ value: 53.58
25
+ name: normalized accuracy
26
+ source:
27
+ url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Telugu-LLM-Labs/Telugu-Llama2-7B-v0-Instruct
28
+ name: Open LLM Leaderboard
29
+ - task:
30
+ type: text-generation
31
+ name: Text Generation
32
+ dataset:
33
+ name: HellaSwag (10-Shot)
34
+ type: hellaswag
35
+ split: validation
36
+ args:
37
+ num_few_shot: 10
38
+ metrics:
39
+ - type: acc_norm
40
+ value: 78.33
41
+ name: normalized accuracy
42
+ source:
43
+ url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Telugu-LLM-Labs/Telugu-Llama2-7B-v0-Instruct
44
+ name: Open LLM Leaderboard
45
+ - task:
46
+ type: text-generation
47
+ name: Text Generation
48
+ dataset:
49
+ name: MMLU (5-Shot)
50
+ type: cais/mmlu
51
+ config: all
52
+ split: test
53
+ args:
54
+ num_few_shot: 5
55
+ metrics:
56
+ - type: acc
57
+ value: 47.63
58
+ name: accuracy
59
+ source:
60
+ url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Telugu-LLM-Labs/Telugu-Llama2-7B-v0-Instruct
61
+ name: Open LLM Leaderboard
62
+ - task:
63
+ type: text-generation
64
+ name: Text Generation
65
+ dataset:
66
+ name: TruthfulQA (0-shot)
67
+ type: truthful_qa
68
+ config: multiple_choice
69
+ split: validation
70
+ args:
71
+ num_few_shot: 0
72
+ metrics:
73
+ - type: mc2
74
+ value: 43.26
75
+ source:
76
+ url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Telugu-LLM-Labs/Telugu-Llama2-7B-v0-Instruct
77
+ name: Open LLM Leaderboard
78
+ - task:
79
+ type: text-generation
80
+ name: Text Generation
81
+ dataset:
82
+ name: Winogrande (5-shot)
83
+ type: winogrande
84
+ config: winogrande_xl
85
+ split: validation
86
+ args:
87
+ num_few_shot: 5
88
+ metrics:
89
+ - type: acc
90
+ value: 73.95
91
+ name: accuracy
92
+ source:
93
+ url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Telugu-LLM-Labs/Telugu-Llama2-7B-v0-Instruct
94
+ name: Open LLM Leaderboard
95
+ - task:
96
+ type: text-generation
97
+ name: Text Generation
98
+ dataset:
99
+ name: GSM8k (5-shot)
100
+ type: gsm8k
101
+ config: main
102
+ split: test
103
+ args:
104
+ num_few_shot: 5
105
+ metrics:
106
+ - type: acc
107
+ value: 20.39
108
+ name: accuracy
109
+ source:
110
+ url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Telugu-LLM-Labs/Telugu-Llama2-7B-v0-Instruct
111
+ name: Open LLM Leaderboard
112
  ---
113
  # Telugu-Llama2-7B-v0-Instruct
114
 
 
201
 
202
  # Note:
203
 
204
+ The model is quite sensitive to parameters and inputs and is not yet ready for production. It remains in the experimental phase, and we recommend using it accordingly.
205
+ # [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)
206
+ Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_Telugu-LLM-Labs__Telugu-Llama2-7B-v0-Instruct)
207
+
208
+ | Metric |Value|
209
+ |---------------------------------|----:|
210
+ |Avg. |52.86|
211
+ |AI2 Reasoning Challenge (25-Shot)|53.58|
212
+ |HellaSwag (10-Shot) |78.33|
213
+ |MMLU (5-Shot) |47.63|
214
+ |TruthfulQA (0-shot) |43.26|
215
+ |Winogrande (5-shot) |73.95|
216
+ |GSM8k (5-shot) |20.39|
217
+