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README.md

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+---
+license: other
+license_name: yi-license
+license_link: https://huggingface.co/01-ai/Yi-34B-200K/blob/main/LICENSE
+tags:
+- yi
+- moe
+---
+![image/jpeg](https://cdn-uploads.huggingface.co/production/uploads/6468ce47e134d050a58aa89c/mLH2E0dk9On_LcFX9yhuS.jpeg)
+
+# Bagel-Hermes-2x34B
+
+This is the model for Bagel-Hermes-2x34B. I used [mergekit](https://github.com/cg123/mergekit) to make this MOE model.
+
+# Prompt Template(s):
+
+Since [bagel-dpo-34b-v0.2](https://huggingface.co/jondurbin/bagel-dpo-34b-v0.2) uses many prompt templates, and [Nous-Hermes-2-Yi-34B](https://huggingface.co/NousResearch/Nous-Hermes-2-Yi-34B) uses ChatML, you can utilize ChatML and other prompt templates provided by bagel.
+
+**Note:** I currently do not know which prompt template is best.
+
+### ChatML:
+
+```
+<|im_start|>system
+{system}<|im_end|>
+<|im_start|>user
+{user}<|im_end|>
+<|im_start|>assistant
+{asistant}<|im_end|>
+```
+
+### Alpaca (sort of)
+
+```
+Below is an instruction that describes a task.  Write a response that appropriately completes the request.
+
+### Instruction:
+{system}
+{instruction}
+
+### Response:
+```
+### Vicuna
+
+```
+{system}
+USER: {instruction}
+ASSISTANT: 
+```
+
+Visit [bagel-dpo-34b-v0.2](https://huggingface.co/jondurbin/bagel-dpo-34b-v0.2) to try more prompt templates. 
+
+# Yaml Config to reproduce
+
+```yaml
+base_model: nontoxic-bagel-34b-v0.2
+gate_mode: hidden
+dtype: bfloat16
+
+experts:
+  - source_model: bagel-dpo-34b-v0.2
+    positive_prompts: ["question answering", "Q:", science", "biology", "chemistry", "physics"]
+
+  - source_model: Nous-Hermes-2-Yi-34B
+    positive_prompts: ["chat", "math", "reason", "mathematics", "solve", "count", "python", "javascript", "programming", "algorithm", "tell me", "assistant"]
+```
+
+# Quantizationed versions
+
+Quantizationed versions of this model is available thanks to [TheBloke](https://hf.co/TheBloke).
+
+##### GPTQ
+
+- [TheBloke/Bagel-Hermes-2x34B-GPTQ](https://huggingface.co/TheBloke/Bagel-Hermes-2x34B-GPTQ)
+
+##### GGUF
+
+- [TheBloke/Bagel-Hermes-2x34B-GGUF](https://huggingface.co/TheBloke/Bagel-Hermes-2x34B-GGUF)
+
+##### AWQ
+
+- [TheBloke/Bagel-Hermes-2x34B-AWQ](https://huggingface.co/TheBloke/Bagel-Hermes-2x34B-AWQ)
+
+If you would like to support me:
+
+[☕ Buy Me a Coffee](https://www.buymeacoffee.com/weyaxi)

config.json

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+{
+  "_name_or_path": "nontoxic-bagel-34b-v0.2",
+  "architectures": [
+    "MixtralForCausalLM"
+  ],
+  "attention_bias": false,
+  "attention_dropout": 0.0,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "hidden_act": "silu",
+  "hidden_size": 7168,
+  "initializer_range": 0.02,
+  "intermediate_size": 20480,
+  "max_position_embeddings": 200000,
+  "model_type": "mixtral",
+  "num_attention_heads": 56,
+  "num_experts_per_tok": 2,
+  "num_hidden_layers": 60,
+  "num_key_value_heads": 8,
+  "num_local_experts": 2,
+  "output_router_logits": false,
+  "pad_token_id": 0,
+  "pretraining_tp": 1,
+  "rms_norm_eps": 1e-05,
+  "rope_scaling": null,
+  "rope_theta": 5000000.0,
+  "router_aux_loss_coef": 0.001,
+  "sliding_window": null,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.36.2",
+  "use_cache": true,
+  "vocab_size": 64000
+}

huggingface-metadata.txt

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+url: https://huggingface.co/Weyaxi/Bagel-Hermes-2x34b
+branch: main
+download date: 2024-01-14 07:32:23
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