Commit
•
984d76c
1
Parent(s):
ecef4d7
Adding Evaluation Results (#1)
Browse files- Adding Evaluation Results (ffd0c0d1320225594439caae3b5fc030eb5a935c)
Co-authored-by: Open LLM Leaderboard PR Bot <leaderboard-pr-bot@users.noreply.huggingface.co>
README.md
CHANGED
@@ -3,18 +3,121 @@ language:
|
|
3 |
- en
|
4 |
- es
|
5 |
license: mit
|
|
|
6 |
tags:
|
7 |
- text-generation-inference
|
8 |
- transformers
|
9 |
- unsloth
|
10 |
- mistral
|
11 |
- trl
|
12 |
-
base_model: BarraHome/zephyr-dpo-4bit
|
13 |
datasets:
|
14 |
- jondurbin/truthy-dpo-v0.1
|
15 |
- BarraHome/ultrafeedback_binarized
|
16 |
-
|
17 |
pipeline_tag: text-classification
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
18 |
---
|
19 |
|
20 |
# Uploaded model
|
@@ -25,4 +128,17 @@ pipeline_tag: text-classification
|
|
25 |
|
26 |
This mistral model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library.
|
27 |
|
28 |
-
[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
3 |
- en
|
4 |
- es
|
5 |
license: mit
|
6 |
+
library_name: transformers
|
7 |
tags:
|
8 |
- text-generation-inference
|
9 |
- transformers
|
10 |
- unsloth
|
11 |
- mistral
|
12 |
- trl
|
|
|
13 |
datasets:
|
14 |
- jondurbin/truthy-dpo-v0.1
|
15 |
- BarraHome/ultrafeedback_binarized
|
16 |
+
base_model: BarraHome/zephyr-dpo-4bit
|
17 |
pipeline_tag: text-classification
|
18 |
+
model-index:
|
19 |
+
- name: zephyr-dpo-v2
|
20 |
+
results:
|
21 |
+
- task:
|
22 |
+
type: text-generation
|
23 |
+
name: Text Generation
|
24 |
+
dataset:
|
25 |
+
name: AI2 Reasoning Challenge (25-Shot)
|
26 |
+
type: ai2_arc
|
27 |
+
config: ARC-Challenge
|
28 |
+
split: test
|
29 |
+
args:
|
30 |
+
num_few_shot: 25
|
31 |
+
metrics:
|
32 |
+
- type: acc_norm
|
33 |
+
value: 57.85
|
34 |
+
name: normalized accuracy
|
35 |
+
source:
|
36 |
+
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=BarraHome/zephyr-dpo-v2
|
37 |
+
name: Open LLM Leaderboard
|
38 |
+
- task:
|
39 |
+
type: text-generation
|
40 |
+
name: Text Generation
|
41 |
+
dataset:
|
42 |
+
name: HellaSwag (10-Shot)
|
43 |
+
type: hellaswag
|
44 |
+
split: validation
|
45 |
+
args:
|
46 |
+
num_few_shot: 10
|
47 |
+
metrics:
|
48 |
+
- type: acc_norm
|
49 |
+
value: 82.72
|
50 |
+
name: normalized accuracy
|
51 |
+
source:
|
52 |
+
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=BarraHome/zephyr-dpo-v2
|
53 |
+
name: Open LLM Leaderboard
|
54 |
+
- task:
|
55 |
+
type: text-generation
|
56 |
+
name: Text Generation
|
57 |
+
dataset:
|
58 |
+
name: MMLU (5-Shot)
|
59 |
+
type: cais/mmlu
|
60 |
+
config: all
|
61 |
+
split: test
|
62 |
+
args:
|
63 |
+
num_few_shot: 5
|
64 |
+
metrics:
|
65 |
+
- type: acc
|
66 |
+
value: 58.61
|
67 |
+
name: accuracy
|
68 |
+
source:
|
69 |
+
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=BarraHome/zephyr-dpo-v2
|
70 |
+
name: Open LLM Leaderboard
|
71 |
+
- task:
|
72 |
+
type: text-generation
|
73 |
+
name: Text Generation
|
74 |
+
dataset:
|
75 |
+
name: TruthfulQA (0-shot)
|
76 |
+
type: truthful_qa
|
77 |
+
config: multiple_choice
|
78 |
+
split: validation
|
79 |
+
args:
|
80 |
+
num_few_shot: 0
|
81 |
+
metrics:
|
82 |
+
- type: mc2
|
83 |
+
value: 56.16
|
84 |
+
source:
|
85 |
+
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=BarraHome/zephyr-dpo-v2
|
86 |
+
name: Open LLM Leaderboard
|
87 |
+
- task:
|
88 |
+
type: text-generation
|
89 |
+
name: Text Generation
|
90 |
+
dataset:
|
91 |
+
name: Winogrande (5-shot)
|
92 |
+
type: winogrande
|
93 |
+
config: winogrande_xl
|
94 |
+
split: validation
|
95 |
+
args:
|
96 |
+
num_few_shot: 5
|
97 |
+
metrics:
|
98 |
+
- type: acc
|
99 |
+
value: 74.35
|
100 |
+
name: accuracy
|
101 |
+
source:
|
102 |
+
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=BarraHome/zephyr-dpo-v2
|
103 |
+
name: Open LLM Leaderboard
|
104 |
+
- task:
|
105 |
+
type: text-generation
|
106 |
+
name: Text Generation
|
107 |
+
dataset:
|
108 |
+
name: GSM8k (5-shot)
|
109 |
+
type: gsm8k
|
110 |
+
config: main
|
111 |
+
split: test
|
112 |
+
args:
|
113 |
+
num_few_shot: 5
|
114 |
+
metrics:
|
115 |
+
- type: acc
|
116 |
+
value: 30.25
|
117 |
+
name: accuracy
|
118 |
+
source:
|
119 |
+
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=BarraHome/zephyr-dpo-v2
|
120 |
+
name: Open LLM Leaderboard
|
121 |
---
|
122 |
|
123 |
# Uploaded model
|
|
|
128 |
|
129 |
This mistral model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library.
|
130 |
|
131 |
+
[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)
|
132 |
+
# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)
|
133 |
+
Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_BarraHome__zephyr-dpo-v2)
|
134 |
+
|
135 |
+
| Metric |Value|
|
136 |
+
|---------------------------------|----:|
|
137 |
+
|Avg. |59.99|
|
138 |
+
|AI2 Reasoning Challenge (25-Shot)|57.85|
|
139 |
+
|HellaSwag (10-Shot) |82.72|
|
140 |
+
|MMLU (5-Shot) |58.61|
|
141 |
+
|TruthfulQA (0-shot) |56.16|
|
142 |
+
|Winogrande (5-shot) |74.35|
|
143 |
+
|GSM8k (5-shot) |30.25|
|
144 |
+
|