NikolayKozloff commited on
Commit
105063f
1 Parent(s): 6c24040

Upload README.md with huggingface_hub

Browse files
Files changed (1) hide show
  1. README.md +148 -0
README.md ADDED
@@ -0,0 +1,148 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ base_model: HiTZ/latxa-7b-v1.2
3
+ datasets:
4
+ - HiTZ/latxa-corpus-v1.1
5
+ language:
6
+ - eu
7
+ - en
8
+ license: llama2
9
+ metrics:
10
+ - accuracy
11
+ - f1
12
+ - perplexity
13
+ pipeline_tag: text-generation
14
+ tags:
15
+ - llama-cpp
16
+ - gguf-my-repo
17
+ model-index:
18
+ - name: Latxa-7b-v1.2
19
+ results:
20
+ - task:
21
+ type: multiple-choice
22
+ dataset:
23
+ name: xstory_cloze
24
+ type: XStory
25
+ metrics:
26
+ - type: Accuracy (0-shot)
27
+ value: 65.72
28
+ name: Accuracy (0-shot)
29
+ source:
30
+ url: https://arxiv.org/abs/2403.20266
31
+ name: Paper
32
+ - task:
33
+ type: multiple-choice
34
+ dataset:
35
+ name: belebele
36
+ type: Belebele
37
+ metrics:
38
+ - type: Accuracy (5-shot)
39
+ value: 36.89
40
+ name: Accuracy (5-shot)
41
+ source:
42
+ url: https://arxiv.org/abs/2403.20266
43
+ name: Paper
44
+ - task:
45
+ type: mix
46
+ dataset:
47
+ name: basque_glue
48
+ type: BasqueGLUE
49
+ metrics:
50
+ - type: Average scores (5-shot)
51
+ value: 51.78
52
+ name: Average scores (5-shot)
53
+ source:
54
+ url: https://arxiv.org/abs/2403.20266
55
+ name: Paper
56
+ - task:
57
+ type: multiple_choice
58
+ dataset:
59
+ name: eus_proficiency
60
+ type: EusProficiency
61
+ metrics:
62
+ - type: Accuracy (5-shot)
63
+ value: 32.44
64
+ name: Accuracy (5-shot)
65
+ source:
66
+ url: https://arxiv.org/abs/2403.20266
67
+ name: Paper
68
+ - task:
69
+ type: multiple_choice
70
+ dataset:
71
+ name: eus_reading
72
+ type: EusReading
73
+ metrics:
74
+ - type: Accuracy (5-shot)
75
+ value: 30.4
76
+ name: Accuracy (5-shot)
77
+ source:
78
+ url: https://arxiv.org/abs/2403.20266
79
+ name: Paper
80
+ - task:
81
+ type: multiple_choice
82
+ dataset:
83
+ name: eus_trivia
84
+ type: EusTrivia
85
+ metrics:
86
+ - type: Accuracy (5-shot)
87
+ value: 44.37
88
+ name: Accuracy (5-shot)
89
+ source:
90
+ url: https://arxiv.org/abs/2403.20266
91
+ name: Paper
92
+ - task:
93
+ type: multiple_choice
94
+ dataset:
95
+ name: eus_exams
96
+ type: EusExams
97
+ metrics:
98
+ - type: Accuracy (5-shot)
99
+ value: 34.2
100
+ name: Accuracy (5-shot)
101
+ source:
102
+ url: https://arxiv.org/abs/2403.20266
103
+ name: Paper
104
+ ---
105
+
106
+ # NikolayKozloff/latxa-7b-v1.2-Q8_0-GGUF
107
+ This model was converted to GGUF format from [`HiTZ/latxa-7b-v1.2`](https://huggingface.co/HiTZ/latxa-7b-v1.2) using llama.cpp via the ggml.ai's [GGUF-my-repo](https://huggingface.co/spaces/ggml-org/gguf-my-repo) space.
108
+ Refer to the [original model card](https://huggingface.co/HiTZ/latxa-7b-v1.2) for more details on the model.
109
+
110
+ ## Use with llama.cpp
111
+ Install llama.cpp through brew (works on Mac and Linux)
112
+
113
+ ```bash
114
+ brew install llama.cpp
115
+
116
+ ```
117
+ Invoke the llama.cpp server or the CLI.
118
+
119
+ ### CLI:
120
+ ```bash
121
+ llama-cli --hf-repo NikolayKozloff/latxa-7b-v1.2-Q8_0-GGUF --hf-file latxa-7b-v1.2-q8_0.gguf -p "The meaning to life and the universe is"
122
+ ```
123
+
124
+ ### Server:
125
+ ```bash
126
+ llama-server --hf-repo NikolayKozloff/latxa-7b-v1.2-Q8_0-GGUF --hf-file latxa-7b-v1.2-q8_0.gguf -c 2048
127
+ ```
128
+
129
+ Note: You can also use this checkpoint directly through the [usage steps](https://github.com/ggerganov/llama.cpp?tab=readme-ov-file#usage) listed in the Llama.cpp repo as well.
130
+
131
+ Step 1: Clone llama.cpp from GitHub.
132
+ ```
133
+ git clone https://github.com/ggerganov/llama.cpp
134
+ ```
135
+
136
+ Step 2: Move into the llama.cpp folder and build it with `LLAMA_CURL=1` flag along with other hardware-specific flags (for ex: LLAMA_CUDA=1 for Nvidia GPUs on Linux).
137
+ ```
138
+ cd llama.cpp && LLAMA_CURL=1 make
139
+ ```
140
+
141
+ Step 3: Run inference through the main binary.
142
+ ```
143
+ ./llama-cli --hf-repo NikolayKozloff/latxa-7b-v1.2-Q8_0-GGUF --hf-file latxa-7b-v1.2-q8_0.gguf -p "The meaning to life and the universe is"
144
+ ```
145
+ or
146
+ ```
147
+ ./llama-server --hf-repo NikolayKozloff/latxa-7b-v1.2-Q8_0-GGUF --hf-file latxa-7b-v1.2-q8_0.gguf -c 2048
148
+ ```