Upload folder using huggingface_hub
Browse files- .gitattributes +1 -0
- README.md +27 -0
- config.json +28 -0
- merges.txt +0 -0
- pytorch_model.bin +3 -0
- pytorch_model.bin.index.json +1 -0
- tokenizer.json +3 -0
- tokenizer_config.json +207 -0
- vocab.json +0 -0
.gitattributes
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tokenizer.json filter=lfs diff=lfs merge=lfs -text
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README.md
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---
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license: mit
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datasets:
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- normster/RealGuardrails
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base_model:
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- Qwen/Qwen2.5-7B
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---
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# RealGuardrails Models
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This model was trained on the [RealGuardrails](https://huggingface.co/datasets/normster/RealGuardrails) dataset, an instruction-tuning dataset focused on improving system prompt adherence and precedence. In particular, it was trained via SFT on the `systemmix` split of ~150K examples using our custom training library [torchllms](https://github.com/normster/torchllms).
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## Training Hyperparameters
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| Name | Value |
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| :--- | :--- |
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| optimizer | AdamW |
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| batch size | 128 |
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| learning rate | 2e-5 |
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| lr scheduler | cosine with 200 warmup steps |
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| betas | (0.9, 0.999) |
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| eps | 1e-8 |
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| weight decay | 0 |
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| epochs | 1 |
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| max grad norm | 1.0 |
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| precision | bf16 |
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| max length | 4096 |
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config.json
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{
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"architectures": [
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"Qwen2ForCausalLM"
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],
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"attention_dropout": 0.0,
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"bos_token_id": 151643,
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"eos_token_id": 151643,
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"hidden_act": "silu",
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"hidden_size": 3584,
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"initializer_range": 0.02,
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"intermediate_size": 18944,
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"max_position_embeddings": 131072,
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"max_window_layers": 28,
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"model_type": "qwen2",
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"num_attention_heads": 28,
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"num_hidden_layers": 28,
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"num_key_value_heads": 4,
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"rms_norm_eps": 1e-06,
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"rope_theta": 1000000.0,
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"sliding_window": 131072,
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"tie_word_embeddings": false,
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"torch_dtype": "bfloat16",
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"transformers_version": "4.40.1",
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"use_cache": true,
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"use_mrope": false,
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"use_sliding_window": false,
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"vocab_size": 152064
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}
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merges.txt
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:f006a333d51c99ecc662b657ecfdb677617c0d3f2b26815c0d186a7b83cc3851
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size 15231345338
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pytorch_model.bin.index.json
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151 |
+
"lstrip": false,
|
152 |
+
"normalized": false,
|
153 |
+
"rstrip": false,
|
154 |
+
"single_word": false,
|
155 |
+
"special": false
|
156 |
+
},
|
157 |
+
"151662": {
|
158 |
+
"content": "<|fim_pad|>",
|
159 |
+
"lstrip": false,
|
160 |
+
"normalized": false,
|
161 |
+
"rstrip": false,
|
162 |
+
"single_word": false,
|
163 |
+
"special": false
|
164 |
+
},
|
165 |
+
"151663": {
|
166 |
+
"content": "<|repo_name|>",
|
167 |
+
"lstrip": false,
|
168 |
+
"normalized": false,
|
169 |
+
"rstrip": false,
|
170 |
+
"single_word": false,
|
171 |
+
"special": false
|
172 |
+
},
|
173 |
+
"151664": {
|
174 |
+
"content": "<|file_sep|>",
|
175 |
+
"lstrip": false,
|
176 |
+
"normalized": false,
|
177 |
+
"rstrip": false,
|
178 |
+
"single_word": false,
|
179 |
+
"special": false
|
180 |
+
}
|
181 |
+
},
|
182 |
+
"additional_special_tokens": [
|
183 |
+
"<|im_start|>",
|
184 |
+
"<|im_end|>",
|
185 |
+
"<|object_ref_start|>",
|
186 |
+
"<|object_ref_end|>",
|
187 |
+
"<|box_start|>",
|
188 |
+
"<|box_end|>",
|
189 |
+
"<|quad_start|>",
|
190 |
+
"<|quad_end|>",
|
191 |
+
"<|vision_start|>",
|
192 |
+
"<|vision_end|>",
|
193 |
+
"<|vision_pad|>",
|
194 |
+
"<|image_pad|>",
|
195 |
+
"<|video_pad|>"
|
196 |
+
],
|
197 |
+
"bos_token": null,
|
198 |
+
"chat_template": "{%- if messages[0][\"role\"] == \"system\" %}\n {%- set system_message = messages[0][\"content\"] %}\n {%- set loop_messages = messages[1:] %}\n{%- else %}\n {%- set loop_messages = messages %}\n{%- endif %}\n\n{%- if system_message is defined %}\n {{- \"<|im_start|>system<|im_start|>\\n\\n\" + system_message.strip() + \"<|im_end|>\" }}\n{%- endif %}\n\n{%- for message in loop_messages %}\n {%- set content = message[\"content\"].strip() %}\n {%- if message[\"role\"] == \"user\" %}\n {{- \"<|im_start|>user<|im_start|>\\n\\n\" + content + \"<|im_end|>\" }}\n {%- elif message[\"role\"] == \"assistant\" %}\n {{- \"<|im_start|>assistant<|im_start|>\\n\\n\" + content + \"<|im_end|>\" }}\n {%- elif message[\"role\"] == \"tool\" %}\n {{- \"<|im_start|>ipython<|im_start|>\\n\\n\" + content + \"<|im_end|>\" }}\n {%- else %}\n {{- raise_exception(\"Unknown message role: \" + message[\"role\"]) }}\n {%- endif %}\n{%- endfor %}\n\n{%- if add_generation_prompt %}\n {{- \"<|im_start|>assistant<|im_start|>\\n\\n\" }}\n{%- endif %}",
|
199 |
+
"clean_up_tokenization_spaces": false,
|
200 |
+
"eos_token": "<|endoftext|>",
|
201 |
+
"errors": "replace",
|
202 |
+
"model_max_length": 131072,
|
203 |
+
"pad_token": "<|endoftext|>",
|
204 |
+
"split_special_tokens": false,
|
205 |
+
"tokenizer_class": "Qwen2Tokenizer",
|
206 |
+
"unk_token": null
|
207 |
+
}
|
vocab.json
ADDED
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|
|