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README.md
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---
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-
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---
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## Training procedure
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- quant_method: bitsandbytes
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- load_in_8bit: False
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- load_in_4bit: True
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- llm_int8_threshold: 6.0
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-
- llm_int8_skip_modules: None
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-
- llm_int8_enable_fp32_cpu_offload: False
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-
- llm_int8_has_fp16_weight: False
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- bnb_4bit_quant_type: fp4
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-
- bnb_4bit_use_double_quant: False
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-
- bnb_4bit_compute_dtype: float16
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-
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-
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-
- load_in_8bit: False
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-
- load_in_4bit: True
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-
- llm_int8_threshold: 6.0
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-
- llm_int8_skip_modules: None
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-
- llm_int8_enable_fp32_cpu_offload: False
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-
- llm_int8_has_fp16_weight: False
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-
- bnb_4bit_quant_type: fp4
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-
- bnb_4bit_use_double_quant: False
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-
- bnb_4bit_compute_dtype: float16
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-
The
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- quant_method: bitsandbytes
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-
- load_in_8bit: False
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-
- load_in_4bit: True
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-
- llm_int8_threshold: 6.0
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-
- llm_int8_skip_modules: None
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-
- llm_int8_enable_fp32_cpu_offload: False
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-
- llm_int8_has_fp16_weight: False
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-
- bnb_4bit_quant_type: fp4
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-
- bnb_4bit_use_double_quant: False
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-
- bnb_4bit_compute_dtype: float16
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|
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-
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-
- quant_method: bitsandbytes
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-
- load_in_8bit: False
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46 |
-
- load_in_4bit: True
|
47 |
-
- llm_int8_threshold: 6.0
|
48 |
-
- llm_int8_skip_modules: None
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49 |
-
- llm_int8_enable_fp32_cpu_offload: False
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50 |
-
- llm_int8_has_fp16_weight: False
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51 |
-
- bnb_4bit_quant_type: fp4
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52 |
-
- bnb_4bit_use_double_quant: False
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53 |
-
- bnb_4bit_compute_dtype: float16
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-
The following `bitsandbytes` quantization config was used during training:
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-
- quant_method: bitsandbytes
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57 |
-
- load_in_8bit: False
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58 |
-
- load_in_4bit: True
|
59 |
-
- llm_int8_threshold: 6.0
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60 |
-
- llm_int8_skip_modules: None
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61 |
-
- llm_int8_enable_fp32_cpu_offload: False
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-
- llm_int8_has_fp16_weight: False
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63 |
-
- bnb_4bit_quant_type: fp4
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-
- bnb_4bit_use_double_quant: False
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-
- bnb_4bit_compute_dtype: float16
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-
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-
- quant_method: bitsandbytes
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-
- load_in_8bit: False
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-
- load_in_4bit: True
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-
- llm_int8_threshold: 6.0
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72 |
-
- llm_int8_skip_modules: None
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-
- llm_int8_enable_fp32_cpu_offload: False
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-
- llm_int8_has_fp16_weight: False
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75 |
-
- bnb_4bit_quant_type: fp4
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-
- bnb_4bit_use_double_quant: False
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-
- bnb_4bit_compute_dtype: float16
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-
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-
The following `bitsandbytes` quantization config was used during training:
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-
- quant_method: bitsandbytes
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81 |
-
- load_in_8bit: False
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82 |
-
- load_in_4bit: True
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83 |
-
- llm_int8_threshold: 6.0
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84 |
-
- llm_int8_skip_modules: None
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85 |
-
- llm_int8_enable_fp32_cpu_offload: False
|
86 |
-
- llm_int8_has_fp16_weight: False
|
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-
- bnb_4bit_quant_type: fp4
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-
- bnb_4bit_use_double_quant: False
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-
- bnb_4bit_compute_dtype: float16
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-
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-
The following `bitsandbytes` quantization config was used during training:
|
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-
- quant_method: bitsandbytes
|
93 |
-
- load_in_8bit: False
|
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-
- load_in_4bit: True
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-
- llm_int8_threshold: 6.0
|
96 |
-
- llm_int8_skip_modules: None
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-
- llm_int8_enable_fp32_cpu_offload: False
|
98 |
-
- llm_int8_has_fp16_weight: False
|
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-
- bnb_4bit_quant_type: fp4
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-
- bnb_4bit_use_double_quant: False
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101 |
-
- bnb_4bit_compute_dtype: float16
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-
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-
The following `bitsandbytes` quantization config was used during training:
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-
- quant_method: bitsandbytes
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105 |
-
- load_in_8bit: False
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106 |
-
- load_in_4bit: True
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107 |
-
- llm_int8_threshold: 6.0
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108 |
-
- llm_int8_skip_modules: None
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109 |
-
- llm_int8_enable_fp32_cpu_offload: False
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110 |
-
- llm_int8_has_fp16_weight: False
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-
- bnb_4bit_quant_type: fp4
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112 |
-
- bnb_4bit_use_double_quant: False
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113 |
-
- bnb_4bit_compute_dtype: float16
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-
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-
The following `bitsandbytes` quantization config was used during training:
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-
- quant_method: bitsandbytes
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-
- load_in_8bit: False
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118 |
-
- load_in_4bit: True
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119 |
-
- llm_int8_threshold: 6.0
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120 |
-
- llm_int8_skip_modules: None
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121 |
-
- llm_int8_enable_fp32_cpu_offload: False
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122 |
-
- llm_int8_has_fp16_weight: False
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-
- bnb_4bit_quant_type: fp4
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-
- bnb_4bit_use_double_quant: False
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125 |
-
- bnb_4bit_compute_dtype: float16
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-
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-
The following `bitsandbytes` quantization config was used during training:
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-
- quant_method: bitsandbytes
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129 |
-
- load_in_8bit: False
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130 |
-
- load_in_4bit: True
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-
- llm_int8_threshold: 6.0
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-
- llm_int8_skip_modules: None
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133 |
-
- llm_int8_enable_fp32_cpu_offload: False
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134 |
-
- llm_int8_has_fp16_weight: False
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-
- bnb_4bit_quant_type: fp4
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-
- bnb_4bit_use_double_quant: False
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137 |
-
- bnb_4bit_compute_dtype: float16
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138 |
-
|
139 |
-
The following `bitsandbytes` quantization config was used during training:
|
140 |
-
- quant_method: bitsandbytes
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141 |
-
- load_in_8bit: False
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142 |
-
- load_in_4bit: True
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143 |
-
- llm_int8_threshold: 6.0
|
144 |
-
- llm_int8_skip_modules: None
|
145 |
-
- llm_int8_enable_fp32_cpu_offload: False
|
146 |
-
- llm_int8_has_fp16_weight: False
|
147 |
-
- bnb_4bit_quant_type: fp4
|
148 |
-
- bnb_4bit_use_double_quant: False
|
149 |
-
- bnb_4bit_compute_dtype: float16
|
150 |
-
|
151 |
-
The following `bitsandbytes` quantization config was used during training:
|
152 |
-
- quant_method: bitsandbytes
|
153 |
-
- load_in_8bit: False
|
154 |
-
- load_in_4bit: True
|
155 |
-
- llm_int8_threshold: 6.0
|
156 |
-
- llm_int8_skip_modules: None
|
157 |
-
- llm_int8_enable_fp32_cpu_offload: False
|
158 |
-
- llm_int8_has_fp16_weight: False
|
159 |
-
- bnb_4bit_quant_type: fp4
|
160 |
-
- bnb_4bit_use_double_quant: False
|
161 |
-
- bnb_4bit_compute_dtype: float16
|
162 |
-
|
163 |
-
The following `bitsandbytes` quantization config was used during training:
|
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-
- quant_method: bitsandbytes
|
165 |
-
- load_in_8bit: False
|
166 |
-
- load_in_4bit: True
|
167 |
-
- llm_int8_threshold: 6.0
|
168 |
-
- llm_int8_skip_modules: None
|
169 |
-
- llm_int8_enable_fp32_cpu_offload: False
|
170 |
-
- llm_int8_has_fp16_weight: False
|
171 |
-
- bnb_4bit_quant_type: fp4
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172 |
-
- bnb_4bit_use_double_quant: False
|
173 |
-
- bnb_4bit_compute_dtype: float16
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-
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-
The following `bitsandbytes` quantization config was used during training:
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-
- quant_method: bitsandbytes
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177 |
-
- load_in_8bit: False
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178 |
-
- load_in_4bit: True
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179 |
-
- llm_int8_threshold: 6.0
|
180 |
-
- llm_int8_skip_modules: None
|
181 |
-
- llm_int8_enable_fp32_cpu_offload: False
|
182 |
-
- llm_int8_has_fp16_weight: False
|
183 |
-
- bnb_4bit_quant_type: fp4
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184 |
-
- bnb_4bit_use_double_quant: False
|
185 |
-
- bnb_4bit_compute_dtype: float16
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186 |
-
|
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-
The following `bitsandbytes` quantization config was used during training:
|
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-
- quant_method: bitsandbytes
|
189 |
-
- load_in_8bit: False
|
190 |
-
- load_in_4bit: True
|
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-
- llm_int8_threshold: 6.0
|
192 |
-
- llm_int8_skip_modules: None
|
193 |
-
- llm_int8_enable_fp32_cpu_offload: False
|
194 |
-
- llm_int8_has_fp16_weight: False
|
195 |
-
- bnb_4bit_quant_type: fp4
|
196 |
-
- bnb_4bit_use_double_quant: False
|
197 |
-
- bnb_4bit_compute_dtype: float16
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198 |
-
|
199 |
-
The following `bitsandbytes` quantization config was used during training:
|
200 |
-
- quant_method: bitsandbytes
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201 |
-
- load_in_8bit: False
|
202 |
-
- load_in_4bit: True
|
203 |
-
- llm_int8_threshold: 6.0
|
204 |
-
- llm_int8_skip_modules: None
|
205 |
-
- llm_int8_enable_fp32_cpu_offload: False
|
206 |
-
- llm_int8_has_fp16_weight: False
|
207 |
-
- bnb_4bit_quant_type: fp4
|
208 |
-
- bnb_4bit_use_double_quant: False
|
209 |
-
- bnb_4bit_compute_dtype: float16
|
210 |
-
|
211 |
-
The following `bitsandbytes` quantization config was used during training:
|
212 |
-
- quant_method: bitsandbytes
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213 |
-
- load_in_8bit: False
|
214 |
-
- load_in_4bit: True
|
215 |
-
- llm_int8_threshold: 6.0
|
216 |
-
- llm_int8_skip_modules: None
|
217 |
-
- llm_int8_enable_fp32_cpu_offload: False
|
218 |
-
- llm_int8_has_fp16_weight: False
|
219 |
-
- bnb_4bit_quant_type: fp4
|
220 |
-
- bnb_4bit_use_double_quant: False
|
221 |
-
- bnb_4bit_compute_dtype: float16
|
222 |
-
|
223 |
-
The following `bitsandbytes` quantization config was used during training:
|
224 |
-
- quant_method: bitsandbytes
|
225 |
-
- load_in_8bit: False
|
226 |
-
- load_in_4bit: True
|
227 |
-
- llm_int8_threshold: 6.0
|
228 |
-
- llm_int8_skip_modules: None
|
229 |
-
- llm_int8_enable_fp32_cpu_offload: False
|
230 |
-
- llm_int8_has_fp16_weight: False
|
231 |
-
- bnb_4bit_quant_type: fp4
|
232 |
-
- bnb_4bit_use_double_quant: False
|
233 |
-
- bnb_4bit_compute_dtype: float16
|
234 |
-
|
235 |
-
The following `bitsandbytes` quantization config was used during training:
|
236 |
-
- quant_method: bitsandbytes
|
237 |
-
- load_in_8bit: False
|
238 |
-
- load_in_4bit: True
|
239 |
-
- llm_int8_threshold: 6.0
|
240 |
-
- llm_int8_skip_modules: None
|
241 |
-
- llm_int8_enable_fp32_cpu_offload: False
|
242 |
-
- llm_int8_has_fp16_weight: False
|
243 |
-
- bnb_4bit_quant_type: fp4
|
244 |
-
- bnb_4bit_use_double_quant: False
|
245 |
-
- bnb_4bit_compute_dtype: float16
|
246 |
-
|
247 |
-
The following `bitsandbytes` quantization config was used during training:
|
248 |
-
- quant_method: bitsandbytes
|
249 |
-
- load_in_8bit: False
|
250 |
-
- load_in_4bit: True
|
251 |
-
- llm_int8_threshold: 6.0
|
252 |
-
- llm_int8_skip_modules: None
|
253 |
-
- llm_int8_enable_fp32_cpu_offload: False
|
254 |
-
- llm_int8_has_fp16_weight: False
|
255 |
-
- bnb_4bit_quant_type: fp4
|
256 |
-
- bnb_4bit_use_double_quant: False
|
257 |
-
- bnb_4bit_compute_dtype: float16
|
258 |
-
|
259 |
-
The following `bitsandbytes` quantization config was used during training:
|
260 |
-
- quant_method: bitsandbytes
|
261 |
-
- load_in_8bit: False
|
262 |
-
- load_in_4bit: True
|
263 |
-
- llm_int8_threshold: 6.0
|
264 |
-
- llm_int8_skip_modules: None
|
265 |
-
- llm_int8_enable_fp32_cpu_offload: False
|
266 |
-
- llm_int8_has_fp16_weight: False
|
267 |
-
- bnb_4bit_quant_type: fp4
|
268 |
-
- bnb_4bit_use_double_quant: False
|
269 |
-
- bnb_4bit_compute_dtype: float16
|
270 |
-
|
271 |
-
The following `bitsandbytes` quantization config was used during training:
|
272 |
-
- quant_method: bitsandbytes
|
273 |
-
- load_in_8bit: False
|
274 |
-
- load_in_4bit: True
|
275 |
-
- llm_int8_threshold: 6.0
|
276 |
-
- llm_int8_skip_modules: None
|
277 |
-
- llm_int8_enable_fp32_cpu_offload: False
|
278 |
-
- llm_int8_has_fp16_weight: False
|
279 |
-
- bnb_4bit_quant_type: fp4
|
280 |
-
- bnb_4bit_use_double_quant: False
|
281 |
-
- bnb_4bit_compute_dtype: float16
|
282 |
-
|
283 |
-
The following `bitsandbytes` quantization config was used during training:
|
284 |
-
- quant_method: bitsandbytes
|
285 |
-
- load_in_8bit: False
|
286 |
-
- load_in_4bit: True
|
287 |
-
- llm_int8_threshold: 6.0
|
288 |
-
- llm_int8_skip_modules: None
|
289 |
-
- llm_int8_enable_fp32_cpu_offload: False
|
290 |
-
- llm_int8_has_fp16_weight: False
|
291 |
-
- bnb_4bit_quant_type: fp4
|
292 |
-
- bnb_4bit_use_double_quant: False
|
293 |
-
- bnb_4bit_compute_dtype: float16
|
294 |
-
|
295 |
-
The following `bitsandbytes` quantization config was used during training:
|
296 |
-
- quant_method: bitsandbytes
|
297 |
-
- load_in_8bit: False
|
298 |
-
- load_in_4bit: True
|
299 |
-
- llm_int8_threshold: 6.0
|
300 |
-
- llm_int8_skip_modules: None
|
301 |
-
- llm_int8_enable_fp32_cpu_offload: False
|
302 |
-
- llm_int8_has_fp16_weight: False
|
303 |
-
- bnb_4bit_quant_type: fp4
|
304 |
-
- bnb_4bit_use_double_quant: False
|
305 |
-
- bnb_4bit_compute_dtype: float16
|
306 |
-
|
307 |
-
The following `bitsandbytes` quantization config was used during training:
|
308 |
-
- quant_method: bitsandbytes
|
309 |
-
- load_in_8bit: False
|
310 |
-
- load_in_4bit: True
|
311 |
-
- llm_int8_threshold: 6.0
|
312 |
-
- llm_int8_skip_modules: None
|
313 |
-
- llm_int8_enable_fp32_cpu_offload: False
|
314 |
-
- llm_int8_has_fp16_weight: False
|
315 |
-
- bnb_4bit_quant_type: fp4
|
316 |
-
- bnb_4bit_use_double_quant: False
|
317 |
-
- bnb_4bit_compute_dtype: float16
|
318 |
-
|
319 |
-
The following `bitsandbytes` quantization config was used during training:
|
320 |
-
- quant_method: bitsandbytes
|
321 |
-
- load_in_8bit: False
|
322 |
-
- load_in_4bit: True
|
323 |
-
- llm_int8_threshold: 6.0
|
324 |
-
- llm_int8_skip_modules: None
|
325 |
-
- llm_int8_enable_fp32_cpu_offload: False
|
326 |
-
- llm_int8_has_fp16_weight: False
|
327 |
-
- bnb_4bit_quant_type: fp4
|
328 |
-
- bnb_4bit_use_double_quant: False
|
329 |
-
- bnb_4bit_compute_dtype: float16
|
330 |
-
|
331 |
-
The following `bitsandbytes` quantization config was used during training:
|
332 |
-
- quant_method: bitsandbytes
|
333 |
-
- load_in_8bit: False
|
334 |
-
- load_in_4bit: True
|
335 |
-
- llm_int8_threshold: 6.0
|
336 |
-
- llm_int8_skip_modules: None
|
337 |
-
- llm_int8_enable_fp32_cpu_offload: False
|
338 |
-
- llm_int8_has_fp16_weight: False
|
339 |
-
- bnb_4bit_quant_type: fp4
|
340 |
-
- bnb_4bit_use_double_quant: False
|
341 |
-
- bnb_4bit_compute_dtype: float16
|
342 |
-
### Framework versions
|
343 |
-
|
344 |
-
- PEFT 0.6.0.dev0
|
345 |
-
- PEFT 0.6.0.dev0
|
346 |
-
- PEFT 0.6.0.dev0
|
347 |
-
- PEFT 0.6.0.dev0
|
348 |
-
- PEFT 0.6.0.dev0
|
349 |
-
- PEFT 0.6.0.dev0
|
350 |
-
- PEFT 0.6.0.dev0
|
351 |
-
- PEFT 0.6.0.dev0
|
352 |
-
- PEFT 0.6.0.dev0
|
353 |
-
- PEFT 0.6.0.dev0
|
354 |
-
- PEFT 0.6.0.dev0
|
355 |
-
- PEFT 0.6.0.dev0
|
356 |
-
- PEFT 0.6.0.dev0
|
357 |
-
- PEFT 0.6.0.dev0
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358 |
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- PEFT 0.6.0.dev0
|
359 |
-
- PEFT 0.6.0.dev0
|
360 |
-
- PEFT 0.6.0.dev0
|
361 |
-
- PEFT 0.6.0.dev0
|
362 |
-
- PEFT 0.6.0.dev0
|
363 |
-
- PEFT 0.6.0.dev0
|
364 |
-
- PEFT 0.6.0.dev0
|
365 |
-
- PEFT 0.6.0.dev0
|
366 |
-
- PEFT 0.6.0.dev0
|
367 |
-
- PEFT 0.6.0.dev0
|
368 |
-
- PEFT 0.6.0.dev0
|
369 |
-
- PEFT 0.6.0.dev0
|
370 |
-
- PEFT 0.6.0.dev0
|
371 |
-
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372 |
-
- PEFT 0.6.0.dev0
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1 |
---
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datasets:
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- flozi00/conversations
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language:
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- de
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---
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## This project is sponsored by [ ![PrimeLine](https://www.primeline-solutions.com/skin/frontend/default/theme566/images/primeline-solutions-logo.png) ](https://www.primeline-solutions.com/de/server/nach-einsatzzweck/gpu-rendering-hpc/)
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# Model Card
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This model is an finetuned version for german instructions and conversations in style of Alpaca. "### Assistant:" "### User:"
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The dataset used is deduplicated and cleaned, with no codes inside. The focus is on instruction following and conversational tasks.
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The model archictecture is based on Llama version 2 with 13B parameters, trained on 100% renewable energy powered hardware.
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This work is contributed by private research of [flozi00](https://huggingface.co/flozi00)
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Join discussions about german llm research, and plan larger training runs together: https://join.slack.com/t/slack-dtc7771/shared_invite/zt-219keplqu-hLwjm0xcFAOX7enERfBz0Q
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