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Model: abacusai/bigstral-12b-v0.2-32k
Source: Original Platform

.gitattributes

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README.md

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+---
+base_model:
+- alpindale/Mistral-7B-v0.2-hf
+library_name: transformers
+tags:
+- mergekit
+- merge
+
+---
+
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/63111b2d88942700629f5771/AjbiPzqZcZNAMQ_GgrReL.png)
+
+# bigstral-12b-v0.2-32k
+
+\``ollama run ehartford/bigstral`\`
+
+This is Mistral-7B-v0.2 self-interleaved into a larger 12B model using MergeKit.  It is intended for further pretraining.
+
+This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
+
+## Merge Details
+### Merge Method
+
+This model was merged using the passthrough merge method.
+
+### Models Merged
+
+The following models were included in the merge:
+* [alpindale/Mistral-7B-v0.2-hf](https://huggingface.co/alpindale/Mistral-7B-v0.2-hf)
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+dtype: bfloat16
+merge_method: passthrough
+slices:
+- sources:
+  - layer_range: [0, 8]
+    model: alpindale/Mistral-7B-v0.2-hf
+- sources:
+  - layer_range: [4, 12]
+    model: alpindale/Mistral-7B-v0.2-hf
+- sources:
+  - layer_range: [8, 16]
+    model: alpindale/Mistral-7B-v0.2-hf
+- sources:
+  - layer_range: [12, 20]
+    model: alpindale/Mistral-7B-v0.2-hf
+- sources:
+  - layer_range: [16, 24]
+    model: alpindale/Mistral-7B-v0.2-hf
+- sources:
+  - layer_range: [20, 28]
+    model: alpindale/Mistral-7B-v0.2-hf
+- sources:
+  - layer_range: [24, 32]
+    model: alpindale/Mistral-7B-v0.2-hf
+
+```

config.json

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+{
+  "_name_or_path": "alpindale/Mistral-7B-v0.2-hf",
+  "architectures": [
+    "MistralForCausalLM"
+  ],
+  "attention_dropout": 0.0,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "hidden_act": "silu",
+  "hidden_size": 4096,
+  "initializer_range": 0.02,
+  "intermediate_size": 14336,
+  "max_position_embeddings": 32768,
+  "model_type": "mistral",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 56,
+  "num_key_value_heads": 8,
+  "rms_norm_eps": 1e-05,
+  "rope_theta": 1000000.0,
+  "sliding_window": null,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.36.2",
+  "use_cache": true,
+  "vocab_size": 32000
+}

configuration.json

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+{"framework": "pytorch", "task": "text-generation", "allow_remote": true}

mergekit_config.yml

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+dtype: bfloat16
+merge_method: passthrough
+slices:
+- sources:
+  - layer_range: [0, 8]
+    model: alpindale/Mistral-7B-v0.2-hf
+- sources:
+  - layer_range: [4, 12]
+    model: alpindale/Mistral-7B-v0.2-hf
+- sources:
+  - layer_range: [8, 16]
+    model: alpindale/Mistral-7B-v0.2-hf
+- sources:
+  - layer_range: [12, 20]
+    model: alpindale/Mistral-7B-v0.2-hf
+- sources:
+  - layer_range: [16, 24]
+    model: alpindale/Mistral-7B-v0.2-hf
+- sources:
+  - layer_range: [20, 28]
+    model: alpindale/Mistral-7B-v0.2-hf
+- sources:
+  - layer_range: [24, 32]
+    model: alpindale/Mistral-7B-v0.2-hf

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special_tokens_map.json

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+{
+  "bos_token": {
+    "content": "<s>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "eos_token": {
+    "content": "</s>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "unk_token": {
+    "content": "<unk>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  }
+}

tokenizer_config.json

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+{
+  "add_bos_token": true,
+  "add_eos_token": false,
+  "add_prefix_space": true,
+  "added_tokens_decoder": {
+    "0": {
+      "content": "<unk>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "1": {
+      "content": "<s>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "2": {
+      "content": "</s>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "bos_token": "<s>",
+  "clean_up_tokenization_spaces": false,
+  "eos_token": "</s>",
+  "legacy": true,
+  "model_max_length": 1000000000000000019884624838656,
+  "pad_token": null,
+  "sp_model_kwargs": {},
+  "spaces_between_special_tokens": false,
+  "tokenizer_class": "LlamaTokenizer",
+  "unk_token": "<unk>",
+  "use_default_system_prompt": false
+}