initial upload

.gitattributes

@@ -32,4 +32,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.xz filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
+*.gguf filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text

NebulaNet-v2-4x7B.Q2_K.gguf

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+version https://git-lfs.github.com/spec/v1
+oid sha256:1fd15243f264b2a9baf0d876979a49ea913b7aea1f8b41c7ba0724834222d187
+size 8841898240

README.md

@@ -1,3 +1,40 @@
+<<<<<<< HEAD
+## Usage
+NebulaNet-v2: An MOE of 4 7b expert models.
+It is good at coding and multi language translation. It should be fluent at chat and math too.
+
+## mergekit config
+```
+base_model: ContextualAI/Contextual_KTO_Mistral_PairRM
+experts:
+  - source_model: ContextualAI/Contextual_KTO_Mistral_PairRM
+    positive_prompts:
+    - "chat"
+    - "assistant"
+    - "tell me"
+    - "explain"
+    - "I want"
+  - source_model: Nexusflow/Starling-LM-7B-beta
+    positive_prompts:
+    - "code"
+    - "python"
+    - "javascript"
+    - "programming"
+    - "algorithm"
+  - source_model: snorkelai/Snorkel-Mistral-PairRM-DPO
+    positive_prompts:
+    - ""
+  - source_model: mlabonne/NeuralDaredevil-7B
+    positive_prompts:
+    - "reason"
+    - "math"
+    - "mathematics"
+    - "solve"
+    - "count"
+```
+
+=======
 ---
 license: mit
 ---
+>>>>>>> a796067 (initial commit)

config.json

@@ -0,0 +1,30 @@
+{
+  "_name_or_path": "ContextualAI/Contextual_KTO_Mistral_PairRM",
+  "architectures": [
+    "MixtralForCausalLM"
+  ],
+  "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": "mixtral",
+  "num_attention_heads": 32,
+  "num_experts_per_tok": 2,
+  "num_hidden_layers": 32,
+  "num_key_value_heads": 8,
+  "num_local_experts": 4,
+  "output_router_logits": false,
+  "rms_norm_eps": 1e-05,
+  "rope_theta": 1000000.0,
+  "router_aux_loss_coef": 0.001,
+  "sliding_window": null,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.39.1",
+  "use_cache": true,
+  "vocab_size": 32000
+}

mergekit_moe_config.yml

@@ -0,0 +1,26 @@
+base_model:  ContextualAI/Contextual_KTO_Mistral_PairRM
+experts:
+  - source_model: ContextualAI/Contextual_KTO_Mistral_PairRM
+    positive_prompts:
+    - "chat"
+    - "assistant"
+    - "tell me"
+    - "explain"
+    - "I want"
+  - source_model: Nexusflow/Starling-LM-7B-beta
+    positive_prompts:
+    - "code"
+    - "python"
+    - "javascript"
+    - "programming"
+    - "algorithm"
+  - source_model: snorkelai/Snorkel-Mistral-PairRM-DPO
+    positive_prompts:
+    - ""
+  - source_model: mlabonne/NeuralDaredevil-7B
+    positive_prompts:
+    - "reason"
+    - "math"
+    - "mathematics"
+    - "solve"
+    - "count"

model.safetensors.index.json

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special_tokens_map.json

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+{
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+    "content": "<s>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
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+    "single_word": false
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+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
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+}

tokenizer.model

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+version https://git-lfs.github.com/spec/v1
+oid sha256:dadfd56d766715c61d2ef780a525ab43b8e6da4de6865bda3d95fdef5e134055
+size 493443

tokenizer_config.json

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+      "single_word": false,
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+      "special": true
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+  "additional_special_tokens": [],
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+  "chat_template": "{% if not add_generation_prompt is defined %}{% set add_generation_prompt = false %}{% endif %}{% for message in messages %}{% if message['role'] == 'user' %}{{ bos_token + '\n<|user|>\n' + message['content'] + '\n' }}{% elif message['role'] == 'assistant' %}{{ '<|assistant|>\n'  + message['content'] + eos_token }}{% endif %}{% endfor %}{% if add_generation_prompt %}{{ '<|assistant|>\n' }}{% endif %}",
+  "clean_up_tokenization_spaces": false,
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+  "legacy": true,
+  "max_length": 2048,
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+  "pad_token": "<s>",
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+  "padding_side": "left",
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+  "stride": 0,
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+  "truncation_side": "right",
+  "truncation_strategy": "longest_first",
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+  "use_default_system_prompt": true
+}