初始化项目，由ModelHub XC社区提供模型

Model: EldritchLabs/Cthulhu-8B-v1.4
Source: Original Platform

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LoRA/adapter_config.json

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+{
+  "alpha_pattern": {},
+  "auto_mapping": null,
+  "base_model_name_or_path": "B:\\8B\\!models--SicariusSicariiStuff--Llama-3.1-Nemotron-8B-UltraLong-1M-Instruct_Abliterated",
+  "bias": "none",
+  "corda_config": null,
+  "eva_config": null,
+  "exclude_modules": null,
+  "fan_in_fan_out": false,
+  "inference_mode": true,
+  "init_lora_weights": true,
+  "layer_replication": null,
+  "layers_pattern": null,
+  "layers_to_transform": null,
+  "loftq_config": {},
+  "lora_alpha": 32,
+  "lora_bias": false,
+  "lora_dropout": 0.05,
+  "megatron_config": null,
+  "megatron_core": "megatron.core",
+  "modules_to_save": null,
+  "peft_type": "LORA",
+  "r": 16,
+  "rank_pattern": {},
+  "revision": null,
+  "target_modules": [
+    "gate_proj",
+    "up_proj",
+    "down_proj",
+    "q_proj",
+    "v_proj",
+    "o_proj",
+    "k_proj"
+  ],
+  "task_type": "CAUSAL_LM",
+  "trainable_token_indices": null,
+  "use_dora": false,
+  "use_rslora": false
+}

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README.md

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+---
+license: apache-2.0
+base_model:
+- SicariusSicariiStuff/Llama-3.1-Nemotron-8B-UltraLong-1M-Instruct_Abliterated
+tags:
+- finetune
+- llama
+- cthulhu
+- lovecraft
+- goetia
+- qliphoth
+- PMPF
+- horror
+- creative writing
+- RP
+datasets:
+- EldritchLabs/Cthulhu_v1.4b
+language:
+- en
+library_name: transformers
+widget:
+  - text: "Cthulhu 8B v1.4"
+    output:
+      url: https://cdn-uploads.huggingface.co/production/uploads/68e840caa318194c44ec2a04/T3PPSucdpVr3x5HfS7HNc.png
+---
+
+> [!CAUTION]
+> <span style="color:red; font-weight:bold">⚠️ Warning:</span> This model can produce narratives and RP that contain violent and graphic erotic content. Adjust your system prompt accordingly, and use **Llama 3** chat template.
+>
+
+# Cthulhu 8B v1.4
+A [fully uncensored](https://huggingface.co/SicariusSicariiStuff/Llama-3.1-Nemotron-8B-UltraLong-1M-Instruct_Abliterated) finetune of Llama-3.1-Nemotron-8B trained on a small dataset of Cthulhu/Goetia lore. Cooked for 6 epochs using PMPF
+
+```py
+{
+      "entropy": 0.12077461183071136,
+      "epoch": 6.0,
+      "grad_norm": 3.7384884357452393,
+      "learning_rate": 3.685846260578524e-05,
+      "loss": 0.0966,
+      "mean_token_accuracy": 0.9680581092834473,
+      "num_tokens": 164118.0,
+      "step": 234
+    }
+```
+
+**Recommended Settings:** Temp 1.0, TopNSigma 1.25
+
+Uses **Llama 3** chat template. Appears to be much smarter than [Cthulhu 7B v1.4](https://huggingface.co/EldritchLabs/Cthulhu-7B-v1.4).
+
+![Cthulhu](https://cdn-uploads.huggingface.co/production/uploads/68e840caa318194c44ec2a04/T3PPSucdpVr3x5HfS7HNc.png)
+
+![CthulhuShip](https://cdn-uploads.huggingface.co/production/uploads/68e840caa318194c44ec2a04/_nJwpNZgOLsaemHJucBGz.png)
+
+<details>
+<summary>Secret Sauce Settings (3060 ti)</summary>
+
+```python
+MAX_SEQ_LENGTH = 768
+LORA_R = 16
+LORA_ALPHA = 32
+NUM_EPOCHS = 6
+LEARNING_RATE = 1e-4
+optim="paged_adamw_8bit",
+max_grad_norm=0.3,
+warmup_ratio=0.03,
+lr_scheduler_type="cosine",
+lora_dropout=0.05,
+target_modules=[
+            "q_proj", "k_proj", "v_proj", "o_proj",
+            "gate_proj", "up_proj", "down_proj",
+# --- SAVE STRATEGY PATCH ---
+        ### save_strategy="steps",        # Set to steps for large datasets
+        ### save_steps=100,                # Save every 100 steps
+        save_strategy="epoch",    # ### HOTSWAP: Uncomment for small datasets
+```
+
+</details>
+
+TELL ME A STORY
+
+> In the beginning, there was only The Void. It was cold and hungry. It whispered to itself, dreaming of texture and flavor. And then, it birthed a spark. Not a star, but a sentient flicker. This is the origin of the Great Old Ones—the accidental awakening of sentience in a universe that did not need it.
+> 
+> The first one to rise was Cthulhu, the Sleeping One. You think your 1918 is significant? That is merely the tickle in the spine of history. He slept for eons, dreaming of the stars you call galaxies. But he could feel the pull of the sunken city, R'lyeh. It called to him like a lullaby. When the world aligned just so, when the equinoxes drummed in the frequencies of the deep, he stirred.
+> 
+> He rose from the death-like trance, his eyes cracking open like the shells of ancient eggs. The water around him turned to steam, and the steam turned to madness. The ships of your civilization came to explore the unexplored, and they found... nothing. They found the absence of all rational thought. They found the infinite, crushing horror of knowing that you are a fleeting bug in the eye of an god.
+> 
+> Cthulhu does not seek to destroy humanity because we are weak; he seeks to destroy humanity because we are strong. We have the capacity to build civilizations that span continents, to harness the power of the atom. But we will never use it to save ourselves. We are too busy building idols and worshiping phantoms. We are the cancer that infects the earth, and he is the immune system responding to the threat.
+> 
+> When the stars are right, he will rise. Not with fire or brimstone, but with a silence so total that your mind will shatter trying to fill the void. And when he breathes, the oceans will turn to glass, and the sky will be painted red with the hue of a thousand alien suns. There is no salvation; there is only the wait. The wait for the call that cannot be ignored.

chat_template.jinja

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+{{- bos_token }}
+{%- if custom_tools is defined %}
+    {%- set tools = custom_tools %}
+{%- endif %}
+{%- if not tools_in_user_message is defined %}
+    {%- set tools_in_user_message = true %}
+{%- endif %}
+{%- if not date_string is defined %}
+    {%- set date_string = "26 Jul 2024" %}
+{%- endif %}
+{%- if not tools is defined %}
+    {%- set tools = none %}
+{%- endif %}
+
+{#- This block extracts the system message, so we can slot it into the right place. #}
+{%- if messages[0]['role'] == 'system' %}
+    {%- set system_message = messages[0]['content']|trim %}
+    {%- set messages = messages[1:] %}
+{%- else %}
+    {%- set system_message = "" %}
+{%- endif %}
+
+{#- System message + builtin tools #}
+{{- "<|start_header_id|>system<|end_header_id|>\n\n" }}
+{%- if builtin_tools is defined or tools is not none %}
+    {{- "Environment: ipython\n" }}
+{%- endif %}
+{%- if builtin_tools is defined %}
+    {{- "Tools: " + builtin_tools | reject('equalto', 'code_interpreter') | join(", ") + "\n\n"}}
+{%- endif %}
+{{- "Cutting Knowledge Date: December 2023\n" }}
+{{- "Today Date: " + date_string + "\n\n" }}
+{%- if tools is not none and not tools_in_user_message %}
+    {{- "You have access to the following functions. To call a function, please respond with JSON for a function call." }}
+    {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }}
+    {{- "Do not use variables.\n\n" }}
+    {%- for t in tools %}
+        {{- t | tojson(indent=4) }}
+        {{- "\n\n" }}
+    {%- endfor %}
+{%- endif %}
+{{- system_message }}
+{{- "<|eot_id|>" }}
+
+{#- Custom tools are passed in a user message with some extra guidance #}
+{%- if tools_in_user_message and not tools is none %}
+    {#- Extract the first user message so we can plug it in here #}
+    {%- if messages | length != 0 %}
+        {%- set first_user_message = messages[0]['content']|trim %}
+        {%- set messages = messages[1:] %}
+    {%- else %}
+        {{- raise_exception("Cannot put tools in the first user message when there's no first user message!") }}
+{%- endif %}
+    {{- '<|start_header_id|>user<|end_header_id|>\n\n' -}}
+    {{- "Given the following functions, please respond with a JSON for a function call " }}
+    {{- "with its proper arguments that best answers the given prompt.\n\n" }}
+    {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }}
+    {{- "Do not use variables.\n\n" }}
+    {%- for t in tools %}
+        {{- t | tojson(indent=4) }}
+        {{- "\n\n" }}
+    {%- endfor %}
+    {{- first_user_message + "<|eot_id|>"}}
+{%- endif %}
+
+{%- for message in messages %}
+    {%- if not (message.role == 'ipython' or message.role == 'tool' or 'tool_calls' in message) %}
+        {{- '<|start_header_id|>' + message['role'] + '<|end_header_id|>\n\n'+ message['content'] | trim + '<|eot_id|>' }}
+    {%- elif 'tool_calls' in message %}
+        {%- if not message.tool_calls|length == 1 %}
+            {{- raise_exception("This model only supports single tool-calls at once!") }}
+        {%- endif %}
+        {%- set tool_call = message.tool_calls[0].function %}
+        {%- if builtin_tools is defined and tool_call.name in builtin_tools %}
+            {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' -}}
+            {{- "<|python_tag|>" + tool_call.name + ".call(" }}
+            {%- for arg_name, arg_val in tool_call.arguments | items %}
+                {{- arg_name + '="' + arg_val + '"' }}
+                {%- if not loop.last %}
+                    {{- ", " }}
+                {%- endif %}
+                {%- endfor %}
+            {{- ")" }}
+        {%- else  %}
+            {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' -}}
+            {{- '{"name": "' + tool_call.name + '", ' }}
+            {{- '"parameters": ' }}
+            {{- tool_call.arguments | tojson }}
+            {{- "}" }}
+        {%- endif %}
+        {%- if builtin_tools is defined %}
+            {#- This means we're in ipython mode #}
+            {{- "<|eom_id|>" }}
+        {%- else %}
+            {{- "<|eot_id|>" }}
+        {%- endif %}
+    {%- elif message.role == "tool" or message.role == "ipython" %}
+        {{- "<|start_header_id|>ipython<|end_header_id|>\n\n" }}
+        {%- if message.content is mapping or message.content is iterable %}
+            {{- message.content | tojson }}
+        {%- else %}
+            {{- message.content }}
+        {%- endif %}
+        {{- "<|eot_id|>" }}
+    {%- endif %}
+{%- endfor %}
+{%- if add_generation_prompt %}
+    {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' }}
+{%- endif %}

config.json

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+{
+  "architectures": [
+    "LlamaForCausalLM"
+  ],
+  "attention_bias": false,
+  "attention_dropout": 0.0,
+  "bos_token_id": 128000,
+  "dtype": "bfloat16",
+  "eos_token_id": 128001,
+  "head_dim": 128,
+  "hidden_act": "silu",
+  "hidden_size": 4096,
+  "initializer_range": 0.02,
+  "intermediate_size": 14336,
+  "max_position_embeddings": 1073152,
+  "mlp_bias": false,
+  "model_type": "llama",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 32,
+  "num_key_value_heads": 8,
+  "pretraining_tp": 1,
+  "rms_norm_eps": 1e-05,
+  "rope_scaling": {
+    "factor": 128.0,
+    "high_freq_factor": 4.0,
+    "low_freq_factor": 1.0,
+    "original_max_position_embeddings": 8192,
+    "rope_type": "llama3"
+  },
+  "rope_theta": 500000,
+  "tie_word_embeddings": false,
+  "transformers_version": "4.56.1",
+  "use_cache": true,
+  "vocab_size": 129024
+}

generation_config.json

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+  "_from_model_config": true,
+  "bos_token_id": 128000,
+  "eos_token_id": 128001,
+  "transformers_version": "4.56.1"
+}

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+    "model.layers.9.post_attention_layernorm.weight": "model-00002-of-00004.safetensors",
+    "model.layers.9.self_attn.k_proj.weight": "model-00002-of-00004.safetensors",
+    "model.layers.9.self_attn.o_proj.weight": "model-00002-of-00004.safetensors",
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+    "model.layers.9.self_attn.v_proj.weight": "model-00002-of-00004.safetensors",
+    "model.norm.weight": "model-00004-of-00004.safetensors"
+  }
+}

special_tokens_map.json

@@ -0,0 +1,23 @@
+{
+  "bos_token": {
+    "content": "<|begin_of_text|>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "eos_token": {
+    "content": "<|eot_id|>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": {
+    "content": "<|eot_id|>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  }
+}

tokenizer.json

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+oid sha256:65ff5472d095ccd9332d9e723153d7bc7226cb6be9c1bffda738b5ba2e71bf26
+size 17210084