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.gitattributes +2 -0
README.md +252 -0
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config.json +41 -0
model.safetensors.index.json +1 -0
output-00001-of-00002.safetensors +3 -0
output-00002-of-00002.safetensors +3 -0
special_tokens_map.json +24 -0
tokenizer.json +0 -0
tokenizer.model +3 -0
tokenizer_config.json +43 -0

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+---
+license: apache-2.0
+tags:
+- moe
+- frankenmoe
+- merge
+- mergekit
+- Himitsui/Kaiju-11B
+- Sao10K/Fimbulvetr-11B-v2
+- decapoda-research/Antares-11b-v2
+- beberik/Nyxene-v3-11B
+base_model:
+- Himitsui/Kaiju-11B
+- Sao10K/Fimbulvetr-11B-v2
+- decapoda-research/Antares-11b-v2
+- beberik/Nyxene-v3-11B
+model-index:
+- name: Umbra-v3-MoE-4x11b
+  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: 68.43
+      name: normalized accuracy
+    source:
+      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Steelskull/Umbra-v3-MoE-4x11b
+      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: 87.83
+      name: normalized accuracy
+    source:
+      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Steelskull/Umbra-v3-MoE-4x11b
+      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: 65.99
+      name: accuracy
+    source:
+      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Steelskull/Umbra-v3-MoE-4x11b
+      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: 69.3
+    source:
+      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Steelskull/Umbra-v3-MoE-4x11b
+      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: 83.9
+      name: accuracy
+    source:
+      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Steelskull/Umbra-v3-MoE-4x11b
+      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: 63.08
+      name: accuracy
+    source:
+      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Steelskull/Umbra-v3-MoE-4x11b
+      name: Open LLM Leaderboard
+---
+<!DOCTYPE html>
+<style>
+    body {
+    font-family: 'Quicksand', sans-serif;
+    background: linear-gradient(135deg, #2E3440 0%, #1A202C 100%);
+    color: #D8DEE9;
+    margin: 0;
+    padding: 0;
+    font-size: 16px;
+}
+.container {
+    width: 80%;
+    max-width: 800px;
+    margin: 20px auto;
+    background-color: rgba(255, 255, 255, 0.02);
+    padding: 20px;
+    border-radius: 12px;
+    box-shadow: 0 4px 10px rgba(0, 0, 0, 0.2);
+    backdrop-filter: blur(10px);
+    border: 1px solid rgba(255, 255, 255, 0.1);
+}
+.header h1 {
+    font-size: 28px;
+    color: #ECEFF4;
+    margin: 0 0 20px 0;
+    text-shadow: 2px 2px 4px rgba(0, 0, 0, 0.3);
+}
+.update-section {
+    margin-top: 30px;
+}
+.update-section h2 {
+    font-size: 24px;
+    color: #88C0D0;
+}
+.update-section p {
+    font-size: 16px;
+    line-height: 1.6;
+    color: #ECEFF4;
+}
+.info img {
+    width: 100%;
+    border-radius: 10px;
+    margin-bottom: 15px;
+}
+a {
+    color: #88C0D0;
+    text-decoration: none;
+}
+a:hover {
+    color: #A3BE8C;
+}
+.button {
+    display: inline-block;
+    background-color: #5E81AC;
+    color: #E5E9F0;
+    padding: 10px 20px;
+    border-radius: 5px;
+    cursor: pointer;
+    text-decoration: none;
+}
+.button:hover {
+    background-color: #81A1C1;
+}
+</style>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>Umbra-v3-MoE-4x11b Data Card</title>
+    <link href="https://fonts.googleapis.com/css2?family=Quicksand:wght@400;500;600&display=swap" rel="stylesheet">
+</head>
+<body>
+<div class="container">
+    <div class="header">
+        <h1>Umbra-v3-MoE-4x11b</h1>
+    </div>
+    <div class="info">
+        <img src="https://cdn-uploads.huggingface.co/production/uploads/64545af5ec40bbbd01242ca6/MHmVGOLGh4I5MfQ83iiXS.jpeg">
+        <p><strong>Creator:</strong> <a href="https://huggingface.co/Steelskull" target="_blank">SteelSkull</a></p>
+        <p><strong>About Umbra-v3-MoE-4x11b:</strong> A Mixture of Experts model designed for general assistance with a special knack for storytelling and RP/ERP</p>
+        <p>Integrates models from notable sources for enhanced performance in diverse tasks.</p>
+        <p><strong>Source Models:</strong></p>
+        <ul>
+            <li><a href="https://huggingface.co/Himitsui/Kaiju-11B">Himitsui/Kaiju-11B</a></li>
+            <li><a href="https://huggingface.co/Sao10K/Fimbulvetr-11B-v2">Sao10K/Fimbulvetr-11B-v2</a></li>
+            <li><a href="https://huggingface.co/decapoda-research/Antares-11b-v2">decapoda-research/Antares-11b-v2</a></li>
+            <li><a href="https://huggingface.co/beberik/Nyxene-v3-11B">beberik/Nyxene-v3-11B</a></li>
+        </ul>
+    </div>
+    <div class="update-section">
+        <h2>Update-Log:</h2>
+        <p>The [Umbra Series] keeps rolling out from the [Lumosia Series] garage, aiming to be your digital Alfred with a side of Shakespeare for those RP/ERP nights.</p>
+        <p><strong>What's Fresh in v3?</strong></p>
+        <p>Didn’t reinvent the wheel, just slapped on some fancier rims. Upgraded the models and tweaked the prompts a bit. Now, Umbra's not just a general use LLM; it's also focused on spinning stories and "Stories".</p>
+        <p><strong>Negative Prompt Minimalism</strong></p>
+        <p>Got the prompts to do a bit of a diet and gym routine—more beef on the positives, trimming down the negatives as usual with a dash of my midnight musings.</p>
+        <p><strong>Still Guessing, Aren’t We?</strong></p>
+        <p>Just so we're clear, "v3" is not the messiah of updates. It’s another experiment in the saga.</p>
+        <p>Dive into Umbra v3 and toss your two cents my way. Your feedback is the caffeine in my code marathon.</p>
+        <p><strong></strong>Exl2 available by:</strong></p>
+        <p>EXL2-Rpcal = <a href="https://huggingface.co/AzureBlack/Umbra-v3-MoE-4x11b-exl2-8bpw-8h-rpcal" target="_blank">AzureBlack</p>
+        <p></p>
+        <p>GGUF = <a href="https://huggingface.co/mradermacher/Umbra-v3-MoE-4x11b-GGUF" target="_blank">mradermacher</p>
+    </div>
+</div>
+</body>
+</html>
+# [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_Steelskull__Umbra-v3-MoE-4x11b)
+|             Metric              |Value|
+|---------------------------------|----:|
+|Avg.                             |73.09|
+|AI2 Reasoning Challenge (25-Shot)|68.43|
+|HellaSwag (10-Shot)              |87.83|
+|MMLU (5-Shot)                    |65.99|
+|TruthfulQA (0-shot)              |69.30|
+|Winogrande (5-shot)              |83.90|
+|GSM8k (5-shot)                   |63.08|

Umbra_Tavern.png ADDED Viewed

config.json ADDED Viewed

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+{
+    "_name_or_path": "vicgalle/CarbonBeagle-11B-truthy",
+    "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": 4,
+    "num_hidden_layers": 48,
+    "num_key_value_heads": 8,
+    "num_local_experts": 4,
+    "output_router_logits": false,
+    "rms_norm_eps": 1e-05,
+    "rope_theta": 10000.0,
+    "router_aux_loss_coef": 0.001,
+    "sliding_window": null,
+    "tie_word_embeddings": false,
+    "torch_dtype": "bfloat16",
+    "transformers_version": "4.38.2",
+    "use_cache": false,
+    "vocab_size": 32000,
+    "quantization_config": {
+        "quant_method": "exl2",
+        "version": "0.0.17",
+        "bits": 3.5,
+        "head_bits": 6,
+        "calibration": {
+            "rows": 100,
+            "length": 2048,
+            "dataset": "(default)"
+        }
+    }
+}

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