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README.md ADDED
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+ ---
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+ base_model:
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+ - cxllin/StableHermes-3b
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+ - jondurbin/airoboros-3b-3p0
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+ - jeiku/Rosa_v1_3B
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+ tags:
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+ - mergekit
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+ - merge
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+
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+ ---
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+ # great
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+
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+ This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
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+
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+ ## Merge Details
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+ ### Merge Method
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+
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+ This model was merged using the [DARE](https://arxiv.org/abs/2311.03099) [TIES](https://arxiv.org/abs/2306.01708) merge method using [jeiku/Rosa_v1_3B](https://huggingface.co/jeiku/Rosa_v1_3B) as a base.
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+
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+ ### Models Merged
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+
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+ The following models were included in the merge:
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+ * [cxllin/StableHermes-3b](https://huggingface.co/cxllin/StableHermes-3b)
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+ * [jondurbin/airoboros-3b-3p0](https://huggingface.co/jondurbin/airoboros-3b-3p0)
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+
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+ ### Configuration
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+
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+ The following YAML configuration was used to produce this model:
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+
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+ ```yaml
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+ models:
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+ - model: cxllin/StableHermes-3b
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+ parameters:
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+ weight: 0.33
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+ density: 1
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+ - model: jondurbin/airoboros-3b-3p0
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+ parameters:
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+ weight: 0.33
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+ density: 1
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+ - model: jeiku/Rosa_v1_3B
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+ parameters:
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+ weight: 0.33
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+ density: 1
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+ merge_method: dare_ties
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+ base_model: jeiku/Rosa_v1_3B
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+ parameters:
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+ dtype: bfloat16
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+ ```
config.json ADDED
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+ {
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+ "_name_or_path": "jeiku/Rosa_v1_3B",
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+ "architectures": [
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+ "StableLMEpochForCausalLM"
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+ ],
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+ "auto_map": {
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+ "AutoConfig": "jeiku/Rosa_v1_3B--configuration_stablelm_epoch.StableLMEpochConfig",
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+ "AutoModelForCausalLM": "jeiku/Rosa_v1_3B--modeling_stablelm_epoch.StableLMEpochForCausalLM"
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+ },
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+ "bos_token_id": 0,
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+ "eos_token_id": 0,
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+ "hidden_act": "silu",
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+ "hidden_size": 2560,
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+ "initializer_range": 0.02,
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+ "intermediate_size": 6912,
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+ "max_position_embeddings": 4096,
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+ "model_type": "stablelm_epoch",
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+ "norm_eps": 1e-05,
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+ "num_attention_heads": 32,
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+ "num_heads": 32,
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+ "num_hidden_layers": 32,
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+ "num_key_value_heads": 32,
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+ "rope_pct": 0.25,
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+ "rope_theta": 10000,
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+ "rotary_scaling_factor": 1.0,
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+ "tie_word_embeddings": false,
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+ "torch_dtype": "bfloat16",
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+ "transformers_version": "4.35.2",
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+ "use_cache": true,
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+ "vocab_size": 50304
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+ }
mergekit_config.yml ADDED
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+ models:
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+ - model: cxllin/StableHermes-3b
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+ parameters:
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+ weight: 0.33
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+ density: 1
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+ - model: jondurbin/airoboros-3b-3p0
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+ parameters:
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+ weight: 0.33
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+ density: 1
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+ - model: jeiku/Rosa_v1_3B
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+ parameters:
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+ weight: 0.33
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+ density: 1
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+ merge_method: dare_ties
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+ base_model: jeiku/Rosa_v1_3B
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+ parameters:
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+ dtype: bfloat16
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+ "special": false
179
+ },
180
+ "50274": {
181
+ "content": " ",
182
+ "lstrip": false,
183
+ "normalized": true,
184
+ "rstrip": false,
185
+ "single_word": false,
186
+ "special": false
187
+ },
188
+ "50275": {
189
+ "content": " ",
190
+ "lstrip": false,
191
+ "normalized": true,
192
+ "rstrip": false,
193
+ "single_word": false,
194
+ "special": false
195
+ },
196
+ "50276": {
197
+ "content": " ",
198
+ "lstrip": false,
199
+ "normalized": true,
200
+ "rstrip": false,
201
+ "single_word": false,
202
+ "special": false
203
+ }
204
+ },
205
+ "bos_token": "<|endoftext|>",
206
+ "chat_template": "{% if not add_generation_prompt is defined %}{% set add_generation_prompt = false %}{% endif %}{% for message in messages %}{{'<|im_start|>' + message['role'] + '\n' + message['content'] + '<|im_end|>' + '\n'}}{% endfor %}{% if add_generation_prompt %}{{ '<|im_start|>assistant\n' }}{% endif %}",
207
+ "clean_up_tokenization_spaces": true,
208
+ "eos_token": "<|endoftext|>",
209
+ "model_max_length": 1000000000000000019884624838656,
210
+ "pad_token": "<|endoftext|>",
211
+ "tokenizer_class": "GPTNeoXTokenizer",
212
+ "unk_token": "<|endoftext|>"
213
+ }