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README.md

@@ -18,46 +18,6 @@ openchat-3.5-0106-128k-DPO-fixed-32000 is a merge of the following models using
 
 ## 🧩 Configuration
 
-```yaml
-slices:
-  - sources:
-      - model: NousResearch/Yarn-Mistral-7b-128k
-        layer_range: [0, 32]
-      - model: Eric111/openchat-3.5-0106-128k-DPO
-        layer_range: [0, 32]
-merge_method: slerp
-base_model: NousResearch/Yarn-Mistral-7b-128k
-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
-dtype: bfloat16
-```
 
-## 💻 Usage
 
-```python
-!pip install -qU transformers accelerate
-
-from transformers import AutoTokenizer
-import transformers
-import torch
-
-model = "mvpmaster/openchat-3.5-0106-128k-DPO-fixed-32000"
-messages = [{"role": "user", "content": "What is a large language model?"}]
-
-tokenizer = AutoTokenizer.from_pretrained(model)
-prompt = tokenizer.apply_chat_template(messages, tokenize=False, add_generation_prompt=True)
-pipeline = transformers.pipeline(
-    "text-generation",
-    model=model,
-    torch_dtype=torch.float16,
-    device_map="auto",
-)
-
-outputs = pipeline(prompt, max_new_tokens=256, do_sample=True, temperature=0.7, top_k=50, top_p=0.95)
-print(outputs[0]["generated_text"])
-```
+## 💻 Usage

config.json

@@ -0,0 +1,36 @@
+{
+  "_name_or_path": "NousResearch/Yarn-Mistral-7b-128k",
+  "architectures": [
+    "MistralForCausalLM"
+  ],
+  "auto_map": {
+    "AutoConfig": "NousResearch/Yarn-Mistral-7b-128k--configuration_mistral.MistralConfig",
+    "AutoModelForCausalLM": "NousResearch/Yarn-Mistral-7b-128k--modeling_mistral_yarn.MistralForCausalLM"
+  },
+  "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,
+  "max_sequence_length": 131072,
+  "model_type": "mistral",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 32,
+  "num_key_value_heads": 8,
+  "rms_norm_eps": 1e-05,
+  "rope_scaling": {
+    "factor": 16.0,
+    "finetuned": true,
+    "original_max_position_embeddings": 8192,
+    "type": "yarn"
+  },
+  "rope_theta": 10000.0,
+  "sliding_window": 131072,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.38.2",
+  "use_cache": true,
+  "vocab_size": 32000
+}

mergekit_config.yml

@@ -0,0 +1,17 @@
+
+slices:
+  - sources:
+      - model: NousResearch/Yarn-Mistral-7b-128k
+        layer_range: [0, 32]
+      - model: Eric111/openchat-3.5-0106-128k-DPO
+        layer_range: [0, 32]
+merge_method: slerp
+base_model: NousResearch/Yarn-Mistral-7b-128k
+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
+dtype: bfloat16

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