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Model: Weyaxi/Nous-Hermes-2-SUS-Chat-34B-Slerp
Source: Original Platform

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.ipynb_checkpoints/added_tokens-checkpoint.json

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README.md

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+---
+license: other
+tags:
+- merge
+license_name: yi-34b
+license_link: https://huggingface.co/01-ai/Yi-34B/blob/main/LICENSE
+model-index:
+- name: Nous-Hermes-2-SUS-Chat-34B-Slerp
+  results:
+  - task:
+      type: text-generation
+      name: Text Generation
+    dataset:
+      name: AI2 Reasoning Challenge (25-Shot)
+      type: ai2_arc
+      config: ARC-Challenge
+      split: test
+      args:
+        num_few_shot: 25
+    metrics:
+    - type: acc_norm
+      value: 66.72
+      name: normalized accuracy
+    source:
+      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Weyaxi/Nous-Hermes-2-SUS-Chat-34B-Slerp
+      name: Open LLM Leaderboard
+  - task:
+      type: text-generation
+      name: Text Generation
+    dataset:
+      name: HellaSwag (10-Shot)
+      type: hellaswag
+      split: validation
+      args:
+        num_few_shot: 10
+    metrics:
+    - type: acc_norm
+      value: 84.97
+      name: normalized accuracy
+    source:
+      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Weyaxi/Nous-Hermes-2-SUS-Chat-34B-Slerp
+      name: Open LLM Leaderboard
+  - task:
+      type: text-generation
+      name: Text Generation
+    dataset:
+      name: MMLU (5-Shot)
+      type: cais/mmlu
+      config: all
+      split: test
+      args:
+        num_few_shot: 5
+    metrics:
+    - type: acc
+      value: 77.0
+      name: accuracy
+    source:
+      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Weyaxi/Nous-Hermes-2-SUS-Chat-34B-Slerp
+      name: Open LLM Leaderboard
+  - task:
+      type: text-generation
+      name: Text Generation
+    dataset:
+      name: TruthfulQA (0-shot)
+      type: truthful_qa
+      config: multiple_choice
+      split: validation
+      args:
+        num_few_shot: 0
+    metrics:
+    - type: mc2
+      value: 59.23
+    source:
+      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Weyaxi/Nous-Hermes-2-SUS-Chat-34B-Slerp
+      name: Open LLM Leaderboard
+  - task:
+      type: text-generation
+      name: Text Generation
+    dataset:
+      name: Winogrande (5-shot)
+      type: winogrande
+      config: winogrande_xl
+      split: validation
+      args:
+        num_few_shot: 5
+    metrics:
+    - type: acc
+      value: 83.58
+      name: accuracy
+    source:
+      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Weyaxi/Nous-Hermes-2-SUS-Chat-34B-Slerp
+      name: Open LLM Leaderboard
+  - task:
+      type: text-generation
+      name: Text Generation
+    dataset:
+      name: GSM8k (5-shot)
+      type: gsm8k
+      config: main
+      split: test
+      args:
+        num_few_shot: 5
+    metrics:
+    - type: acc
+      value: 72.86
+      name: accuracy
+    source:
+      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Weyaxi/Nous-Hermes-2-SUS-Chat-34B-Slerp
+      name: Open LLM Leaderboard
+---
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/6468ce47e134d050a58aa89c/u0jZZVpCxq3JN8VzFXVhV.png)
+
+# Nous-Hermes-2-SUS-Chat-34B-Slerp
+
+This is the model for Nous-Hermes-2-SUS-Chat-34B-Slerp. I used [mergekit](https://github.com/cg123/mergekit) to merge models.
+
+# Prompt Templates
+
+You can use these prompt templates, but I recommend using ChatML.
+
+### ChatML [(NousResearch/Nous-Hermes-2-Yi-34B)](https://huggingface.co/NousResearch/Nous-Hermes-2-Yi-34B):
+
+```
+<|im_start|>system
+{system}<|im_end|>
+<|im_start|>user
+{user}<|im_end|>
+<|im_start|>assistant
+{asistant}<|im_end|>
+```
+
+### Human - Asistant [(SUSTech/SUS-Chat-34B)](https://huggingface.co/SUSTech/SUS-Chat-34B):
+
+```
+### Human: {user}
+
+### Assistant: {asistant}
+```
+
+# Yaml Config
+
+```yaml
+
+slices:
+- sources:
+    - model: Nous-Hermes-2-Yi-34B
+      layer_range: [0, 60]
+    - model: SUS-Chat-34B
+      layer_range: [0, 60]
+
+merge_method: slerp
+base_model: Yi-34B
+
+parameters:
+t:
+  - filter: self_attn
+    value: [0, 0.5, 0.3, 0.7, 1]
+  - filter: mlp
+    value: [1, 0.5, 0.7, 0.3, 0]
+  - value: 0.5
+tokenizer_source: union
+dtype: bfloat16
+
+```
+
+# Quantizationed versions
+
+Quantizationed versions of this model is available thanks to [TheBloke](https://hf.co/TheBloke).
+
+##### GPTQ
+
+- [TheBloke/Nous-Hermes-2-SUS-Chat-34B-Slerp-GPTQ](https://huggingface.co/TheBloke/Nous-Hermes-2-SUS-Chat-34B-Slerp-GPTQ)
+
+##### GGUF
+
+- [TheBloke/Nous-Hermes-2-SUS-Chat-34B-Slerp-GGUF](https://huggingface.co/TheBloke/Nous-Hermes-2-SUS-Chat-34B-Slerp-GGUF)
+
+##### AWQ
+
+- [TheBloke/Nous-Hermes-2-SUS-Chat-34B-Slerp-AWQ](https://huggingface.co/TheBloke/Nous-Hermes-2-SUS-Chat-34B-Slerp-AWQ)
+# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)
+Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_Weyaxi__Nous-Hermes-2-SUS-Chat-34B-Slerp)
+
+|             Metric              |Value|
+|---------------------------------|----:|
+|Avg.                             |74.06|
+|AI2 Reasoning Challenge (25-Shot)|66.72|
+|HellaSwag (10-Shot)              |84.97|
+|MMLU (5-Shot)                    |77.00|
+|TruthfulQA (0-shot)              |59.23|
+|Winogrande (5-shot)              |83.58|
+|GSM8k (5-shot)                   |72.86|
+

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config.json

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+  "_name_or_path": "Yi-34B",
+  "architectures": [
+    "LlamaForCausalLM"
+  ],
+  "attention_bias": false,
+  "attention_dropout": 0.0,
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+  "hidden_act": "silu",
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+  "initializer_range": 0.02,
+  "intermediate_size": 20480,
+  "max_position_embeddings": 4096,
+  "model_type": "llama",
+  "num_attention_heads": 56,
+  "num_hidden_layers": 60,
+  "num_key_value_heads": 8,
+  "pad_token_id": 0,
+  "pretraining_tp": 1,
+  "rms_norm_eps": 1e-05,
+  "rope_scaling": null,
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+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.36.2",
+  "use_cache": true,
+  "vocab_size": 64002
+}

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