Lamapi commited on
Commit
0331f34
·
verified ·
1 Parent(s): 060aaf5

Update README.md

Browse files
Files changed (1) hide show
  1. README.md +31 -29
README.md CHANGED
@@ -36,6 +36,8 @@ datasets:
36
  - OpenSPG/KAG-Thinker-training-dataset
37
  - Gryphe/ChatGPT-4o-Writing-Prompts
38
  library_name: transformers
 
 
39
  ---
40
 
41
  <div align="center" style="font-family: 'Segoe UI', Tahoma, Geneva, Verdana, sans-serif;">
@@ -45,7 +47,7 @@ library_name: transformers
45
  ![nextf2](https://cdn-uploads.huggingface.co/production/uploads/67d46bc5fe6ad6f6511d6f44/EmQx5TfKy8pLtC19CZGbL.png)
46
 
47
 
48
- <h1 style="color: #0ea5e9; font-weight: 800; font-size: 2.8em; margin-bottom: 5px; letter-spacing: -1px;">💨 Next2-Air (2B)</h1>
49
  <h3 style="color: #64748b; font-weight: 400; margin-top: 0; font-size: 1.2em;"><i>Türkiye’s Fastest Lightweight Multimodal & Reasoning AI</i></h3>
50
 
51
  <p style="margin-top: 15px;">
@@ -69,8 +71,8 @@ While large models dominate cloud servers, Next2-Air is designed to bring top-ti
69
 
70
  ## ⚡ Highlights
71
 
72
- <div style="background: linear-gradient(145deg, #f0f9ff, #e0f2fe); border-left: 5px solid #0ea5e9; padding: 20px; border-radius: 8px; font-family: sans-serif;">
73
- <ul style="margin: 0; padding-left: 20px; line-height: 1.6; color: #0f172a;">
74
  <li>🇹🇷 <strong>Perfected in Türkiye:</strong> Fine-tuned with cultural nuance, ensuring natural, fluent, and highly accurate Turkish responses.</li>
75
  <li>💨 <strong>"Air" Speed & Efficiency:</strong> Only 2 Billion parameters. Runs blazingly fast on MacBooks, mid-range PCs, and edge hardware without needing massive GPUs.</li>
76
  <li>🧠 <strong>Native Thinking Mode:</strong> Despite its small size, it leverages Chain-of-Thought (<code>&lt;think&gt;</code>) to logically deduce answers before speaking.</li>
@@ -87,19 +89,19 @@ Next2-Air (2B) redefines what is possible in the ultra-lightweight category. Thr
87
 
88
  ### 📝 Text, Reasoning & Instruction Following
89
 
90
- <div style="overflow-x: auto; box-shadow: 0 4px 6px rgba(0,0,0,0.05); border-radius: 8px;">
91
- <table style="width: 100%; border-collapse: collapse; text-align: center; font-family: sans-serif; background: #fff; min-width: 800px;">
92
  <thead>
93
- <tr style="background-color: #0ea5e9; color: white;">
94
- <th style="padding: 14px; text-align: left; padding-left: 20px; border-radius: 8px 0 0 0;">Benchmark</th>
95
- <th style="padding: 14px; font-size: 1.1em;">Next2-Air (2B) 💨</th>
96
  <th style="padding: 14px;">Qwen 3.5 (2B)</th>
97
  <th style="padding: 14px;">Gemma-2 (2B)</th>
98
- <th style="padding: 14px; border-radius: 0 8px 0 0;">Llama-3.2 (3B)</th>
99
  </tr>
100
  </thead>
101
- <tbody style="color: #333;">
102
- <tr style="border-bottom: 1px solid #f1f5f9; background-color: #f8fafc; font-weight: 600;">
103
  <td style="padding: 12px; text-align: left; padding-left: 20px; color: #0284c7;">MMLU-Pro (Thinking)</td>
104
  <td style="padding: 12px; color: #0ea5e9;">68.2%</td>
105
  <td style="padding: 12px;">66.5%</td>
@@ -107,13 +109,13 @@ Next2-Air (2B) redefines what is possible in the ultra-lightweight category. Thr
107
  <td style="padding: 12px;">68.4%</td>
108
  </tr>
109
  <tr style="border-bottom: 1px solid #f1f5f9;">
110
- <td style="padding: 12px; text-align: left; padding-left: 20px;">MMLU-Redux</td>
111
  <td style="padding: 12px; font-weight: bold; color: #0ea5e9;">82.1%</td>
112
  <td style="padding: 12px;">79.6%</td>
113
  <td style="padding: 12px;">75.3%</td>
114
  <td style="padding: 12px;">79.5%</td>
115
  </tr>
116
- <tr style="border-bottom: 1px solid #f1f5f9; background-color: #f8fafc; font-weight: 600;">
117
  <td style="padding: 12px; text-align: left; padding-left: 20px; color: #0284c7;">IFEval (Instruction)</td>
118
  <td style="padding: 12px; color: #0ea5e9;">82.5%</td>
119
  <td style="padding: 12px;">78.6%</td>
@@ -121,7 +123,7 @@ Next2-Air (2B) redefines what is possible in the ultra-lightweight category. Thr
121
  <td style="padding: 12px;">77.4%</td>
122
  </tr>
123
  <tr style="border-bottom: 1px solid #f1f5f9;">
124
- <td style="padding: 12px; text-align: left; padding-left: 20px;">TAU2-Bench (Agent)</td>
125
  <td style="padding: 12px; font-weight: bold; color: #0ea5e9;">52.4%</td>
126
  <td style="padding: 12px;">48.8%</td>
127
  <td style="padding: 12px;">--</td>
@@ -135,33 +137,33 @@ Next2-Air (2B) redefines what is possible in the ultra-lightweight category. Thr
135
 
136
  Next2-Air features a highly capable visual encoder, allowing it to process spatial intelligence, OCR, and document understanding tasks efficiently.
137
 
138
- <div style="overflow-x: auto; box-shadow: 0 4px 6px rgba(0,0,0,0.05); border-radius: 8px; margin-top: 15px;">
139
- <table style="width: 100%; border-collapse: collapse; text-align: center; font-family: sans-serif; background: #fff; min-width: 800px;">
140
  <thead>
141
- <tr style="background-color: #0284c7; color: white;">
142
- <th style="padding: 14px; text-align: left; padding-left: 20px; border-radius: 8px 0 0 0;">Benchmark</th>
143
- <th style="padding: 14px; font-size: 1.1em;">Next2-Air (2B) 💨</th>
144
- <th style="padding: 14px; border-radius: 0 8px 0 0;">Base Qwen3.5-2B</th>
145
  </tr>
146
  </thead>
147
- <tbody style="color: #333;">
148
  <tr style="border-bottom: 1px solid #f1f5f9;">
149
- <td style="padding: 12px; text-align: left; padding-left: 20px;">MMMU (General VQA)</td>
150
  <td style="padding: 12px; font-weight: bold; color: #0ea5e9;">66.5%</td>
151
  <td style="padding: 12px;">64.2%</td>
152
  </tr>
153
- <tr style="border-bottom: 1px solid #f1f5f9; background-color: #f8fafc;">
154
- <td style="padding: 12px; text-align: left; padding-left: 20px;">MathVision</td>
155
  <td style="padding: 12px; font-weight: bold; color: #0ea5e9;">78.1%</td>
156
  <td style="padding: 12px;">76.7%</td>
157
  </tr>
158
  <tr style="border-bottom: 1px solid #f1f5f9;">
159
- <td style="padding: 12px; text-align: left; padding-left: 20px;">OCRBench</td>
160
  <td style="padding: 12px; font-weight: bold; color: #0ea5e9;">86.0%</td>
161
  <td style="padding: 12px;">84.5%</td>
162
  </tr>
163
- <tr style="border-bottom: 1px solid #f1f5f9; background-color: #f8fafc;">
164
- <td style="padding: 12px; text-align: left; padding-left: 20px;">VideoMME (w/ sub)</td>
165
  <td style="padding: 12px; font-weight: bold; color: #0ea5e9;">77.8%</td>
166
  <td style="padding: 12px;">75.6%</td>
167
  </tr>
@@ -256,8 +258,8 @@ Next2-Air is released under the **Apache 2.0 License**. We strongly believe in e
256
 
257
  ---
258
 
259
- <div align="center" style="margin-top: 40px; padding: 25px; border-top: 1px solid #e0f2fe; background: #f0f9ff; border-radius: 8px;">
260
- <p style="color: #0369a1; font-size: 15px; margin: 0;">
261
  <strong>Next2-Air</strong> — Hafif, Hızlı, Akıllı. Uç cihazlardan buluta, Türkiye'nin yeni nesil çevik yapay zekası. 🌬️
262
  </p>
263
  </div>
 
36
  - OpenSPG/KAG-Thinker-training-dataset
37
  - Gryphe/ChatGPT-4o-Writing-Prompts
38
  library_name: transformers
39
+ base_model:
40
+ - thelamapi/next2-air
41
  ---
42
 
43
  <div align="center" style="font-family: 'Segoe UI', Tahoma, Geneva, Verdana, sans-serif;">
 
47
  ![nextf2](https://cdn-uploads.huggingface.co/production/uploads/67d46bc5fe6ad6f6511d6f44/EmQx5TfKy8pLtC19CZGbL.png)
48
 
49
 
50
+ <h1 style="color: #0ea5e9; font-weight: 800; font-size: 2.8em; margin-bottom: 5px; letter-spacing: -1px;">Next2-Air (2B)</h1>
51
  <h3 style="color: #64748b; font-weight: 400; margin-top: 0; font-size: 1.2em;"><i>Türkiye’s Fastest Lightweight Multimodal & Reasoning AI</i></h3>
52
 
53
  <p style="margin-top: 15px;">
 
71
 
72
  ## ⚡ Highlights
73
 
74
+ <div style="background: #232323; border-left: 5px solid #0ea5e9; padding: 20px; width:fit-content; border-radius: 16px; font-family: sans-serif;">
75
+ <ul style="margin: 0; padding-left: 20px; line-height: 1.6; color: #808080;">
76
  <li>🇹🇷 <strong>Perfected in Türkiye:</strong> Fine-tuned with cultural nuance, ensuring natural, fluent, and highly accurate Turkish responses.</li>
77
  <li>💨 <strong>"Air" Speed & Efficiency:</strong> Only 2 Billion parameters. Runs blazingly fast on MacBooks, mid-range PCs, and edge hardware without needing massive GPUs.</li>
78
  <li>🧠 <strong>Native Thinking Mode:</strong> Despite its small size, it leverages Chain-of-Thought (<code>&lt;think&gt;</code>) to logically deduce answers before speaking.</li>
 
89
 
90
  ### 📝 Text, Reasoning & Instruction Following
91
 
92
+ <div style="overflow-x: auto; box-shadow: 0 4px 6px rgba(0,0,0,0.05); width:fit-content; border-radius: 16px;">
93
+ <table style="width: 100%; border-collapse: collapse; text-align: center; font-family: sans-serif; background: #232323; min-width: 800px;">
94
  <thead>
95
+ <tr style="background-color: #232323; color: white;">
96
+ <th style="padding: 14px; text-align: left; padding-left: 20px; border-radius: 16px 0 0 0;">Benchmark</th>
97
+ <th style="padding: 14px; font-size: 1.1em;">Next2-Air (2B)</th>
98
  <th style="padding: 14px;">Qwen 3.5 (2B)</th>
99
  <th style="padding: 14px;">Gemma-2 (2B)</th>
100
+ <th style="padding: 14px; border-radius: 0 16px 0 0;">Llama-3.2 (3B)</th>
101
  </tr>
102
  </thead>
103
+ <tbody style="color: #808080;">
104
+ <tr style="border-bottom: 1px solid #f1f5f9; background-color: #232323; font-weight: 600;">
105
  <td style="padding: 12px; text-align: left; padding-left: 20px; color: #0284c7;">MMLU-Pro (Thinking)</td>
106
  <td style="padding: 12px; color: #0ea5e9;">68.2%</td>
107
  <td style="padding: 12px;">66.5%</td>
 
109
  <td style="padding: 12px;">68.4%</td>
110
  </tr>
111
  <tr style="border-bottom: 1px solid #f1f5f9;">
112
+ <td style="padding: 12px; text-align: left; padding-left: 20px; color: #0284c7;;">MMLU-Redux</td>
113
  <td style="padding: 12px; font-weight: bold; color: #0ea5e9;">82.1%</td>
114
  <td style="padding: 12px;">79.6%</td>
115
  <td style="padding: 12px;">75.3%</td>
116
  <td style="padding: 12px;">79.5%</td>
117
  </tr>
118
+ <tr style="border-bottom: 1px solid #f1f5f9; background-color: #232323; font-weight: 600;">
119
  <td style="padding: 12px; text-align: left; padding-left: 20px; color: #0284c7;">IFEval (Instruction)</td>
120
  <td style="padding: 12px; color: #0ea5e9;">82.5%</td>
121
  <td style="padding: 12px;">78.6%</td>
 
123
  <td style="padding: 12px;">77.4%</td>
124
  </tr>
125
  <tr style="border-bottom: 1px solid #f1f5f9;">
126
+ <td style="padding: 12px; text-align: left; padding-left: 20px; color: #0284c7;">TAU2-Bench (Agent)</td>
127
  <td style="padding: 12px; font-weight: bold; color: #0ea5e9;">52.4%</td>
128
  <td style="padding: 12px;">48.8%</td>
129
  <td style="padding: 12px;">--</td>
 
137
 
138
  Next2-Air features a highly capable visual encoder, allowing it to process spatial intelligence, OCR, and document understanding tasks efficiently.
139
 
140
+ <div style="overflow-x: auto; box-shadow: 0 4px 6px rgba(0,0,0,0.05); border-radius: 8px; margin-top: 15px;width:fit-content; ">
141
+ <table style="width: 100%; border-collapse: collapse; text-align: center; font-family: sans-serif; background: #232323; min-width: 800px;">
142
  <thead>
143
+ <tr style="background-color: #232323; color: white;">
144
+ <th style="padding: 14px; text-align: left; padding-left: 20px; border-radius: 16px 0 0 0;">Benchmark</th>
145
+ <th style="padding: 14px; font-size: 1.1em;">Next2-Air (2B)</th>
146
+ <th style="padding: 14px; border-radius: 0 16px 0 0;">Base Qwen3.5-2B</th>
147
  </tr>
148
  </thead>
149
+ <tbody style="color: #808080;">
150
  <tr style="border-bottom: 1px solid #f1f5f9;">
151
+ <td style="padding: 12px; text-align: left; padding-left: 20px; color: #0284c7;;">MMMU (General VQA)</td>
152
  <td style="padding: 12px; font-weight: bold; color: #0ea5e9;">66.5%</td>
153
  <td style="padding: 12px;">64.2%</td>
154
  </tr>
155
+ <tr style="border-bottom: 1px solid #f1f5f9; background-color: #232323;">
156
+ <td style="padding: 12px; text-align: left; padding-left: 20px; color: #0284c7;">MathVision</td>
157
  <td style="padding: 12px; font-weight: bold; color: #0ea5e9;">78.1%</td>
158
  <td style="padding: 12px;">76.7%</td>
159
  </tr>
160
  <tr style="border-bottom: 1px solid #f1f5f9;">
161
+ <td style="padding: 12px; text-align: left; padding-left: 20px; color: #0284c7;">OCRBench</td>
162
  <td style="padding: 12px; font-weight: bold; color: #0ea5e9;">86.0%</td>
163
  <td style="padding: 12px;">84.5%</td>
164
  </tr>
165
+ <tr style="border-bottom: 1px solid #f1f5f9; background-color: #232323;">
166
+ <td style="padding: 12px; text-align: left; padding-left: 20px; color: #0284c7;">VideoMME (w/ sub)</td>
167
  <td style="padding: 12px; font-weight: bold; color: #0ea5e9;">77.8%</td>
168
  <td style="padding: 12px;">75.6%</td>
169
  </tr>
 
258
 
259
  ---
260
 
261
+ <div align="center" style="margin-top: 40px; padding: 25px; border-top: 1px solid #e0f2fe; background: #232323; border-radius: 8px;width:fit-content; ">
262
+ <p style="color: #808080; font-size: 15px; margin: 0;">
263
  <strong>Next2-Air</strong> — Hafif, Hızlı, Akıllı. Uç cihazlardan buluta, Türkiye'nin yeni nesil çevik yapay zekası. 🌬️
264
  </p>
265
  </div>