Update README.md

- Adding Evaluation Results (1b67be324314b0c5ca026fc130682db4d42e713e)


Co-authored-by: Open LLM Leaderboard PR Bot <leaderboard-pr-bot@users.noreply.huggingface.co>

.config/.last_opt_in_prompt.yaml

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+{}

.config/.last_survey_prompt.yaml

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+last_prompt_time: 1716470661.720444

.config/.last_update_check.json

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+{"last_update_check_time": 1716470671.515125, "last_update_check_revision": 20240517151541, "notifications": [], "last_nag_times": {}}

.config/active_config

@@ -0,0 +1 @@
+default

.config/configurations/config_default

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+[component_manager]
+disable_update_check = true
+
+[compute]
+gce_metadata_read_timeout_sec = 0
+

.config/gce

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+False

.config/logs/2024.05.23/13.23.45.334202.log

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+  https://cloud.google.com/sdk/release_notes
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+2024-05-23 13:23:57,792 INFO     ___FILE_ONLY___ ╠═ Creating update staging area                             ═╣
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+
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+
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+
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+
+2024-05-23 13:24:09,940 INFO     ___FILE_ONLY___ ╠═ Creating backup and activating new installation          ═╣
+
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+2024-05-23 13:24:09,940 DEBUG    root            Attempting to move directory [/tools/google-cloud-sdk] to [/tools/google-cloud-sdk.staging/.install/.backup]
+2024-05-23 13:24:09,940 INFO     ___FILE_ONLY___ ══════════════════════════════
+2024-05-23 13:24:09,940 DEBUG    root            Attempting to move directory [/tools/google-cloud-sdk.staging] to [/tools/google-cloud-sdk]
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+2024-05-23 13:24:09,940 INFO     ___FILE_ONLY___ ╝
+
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+
+2024-05-23 13:24:09,947 INFO     ___FILE_ONLY___ Performing post processing steps...
+2024-05-23 13:24:09,947 DEBUG    root            Executing command: ['/tools/google-cloud-sdk/bin/gcloud', 'components', 'post-process']
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+2024-05-23 13:24:21,715 INFO     ___FILE_ONLY___ 
+Update done!
+
+
+2024-05-23 13:24:21,719 DEBUG    root            Chosen display Format:none
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.config/logs/2024.05.23/13.24.10.458450.log

@@ -0,0 +1,5 @@
+2024-05-23 13:24:10,459 DEBUG    root            Loaded Command Group: ['gcloud', 'components']
+2024-05-23 13:24:10,462 DEBUG    root            Loaded Command Group: ['gcloud', 'components', 'post_process']
+2024-05-23 13:24:10,465 DEBUG    root            Running [gcloud.components.post-process] with arguments: []
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.config/logs/2024.05.23/13.24.22.323397.log

@@ -0,0 +1,169 @@
+2024-05-23 13:24:22,324 DEBUG    root            Loaded Command Group: ['gcloud', 'components']
+2024-05-23 13:24:22,327 DEBUG    root            Loaded Command Group: ['gcloud', 'components', 'update']
+2024-05-23 13:24:22,330 DEBUG    root            Running [gcloud.components.update] with arguments: [--quiet: "True", COMPONENT-IDS:8: "['gcloud', 'core', 'bq', 'gsutil', 'compute', 'preview', 'alpha', 'beta']"]
+2024-05-23 13:24:22,331 INFO     ___FILE_ONLY___ Beginning update. This process may take several minutes.
+
+2024-05-23 13:24:22,340 DEBUG    urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
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+2024-05-23 13:24:22,435 WARNING  root            Component [preview] no longer exists.
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+2024-05-23 13:24:22,436 INFO     ___FILE_ONLY___ 
+
+2024-05-23 13:24:22,437 INFO     ___FILE_ONLY___ 
+Your current Google Cloud CLI version is: 477.0.0
+
+2024-05-23 13:24:22,437 INFO     ___FILE_ONLY___ Installing components from version: 477.0.0
+
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+
+2024-05-23 13:24:22,437 DEBUG    root            Chosen display Format:table[box,title="These components will be removed."](details.display_name:label=Name:align=left,version.version_string:label=Version:align=right,data.size.size(zero="",min=1048576):label=Size:align=right)
+2024-05-23 13:24:22,438 DEBUG    root            Chosen display Format:table[box,title="These components will be updated."](details.display_name:label=Name:align=left,version.version_string:label=Version:align=right,data.size.size(zero="",min=1048576):label=Size:align=right)
+2024-05-23 13:24:22,439 DEBUG    root            Chosen display Format:table[box,title="These components will be installed."](details.display_name:label=Name:align=left,version.version_string:label=Version:align=right,data.size.size(zero="",min=1048576):label=Size:align=right)
+2024-05-23 13:24:22,481 INFO     ___FILE_ONLY___ ┌──────────────────────────────────────────────┐
+2024-05-23 13:24:22,481 INFO     ___FILE_ONLY___ 
+
+2024-05-23 13:24:22,481 INFO     ___FILE_ONLY___ │     These components will be installed.      │
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+
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+
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+
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+
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+
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+
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+
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+
+2024-05-23 13:24:22,488 DEBUG    urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
+2024-05-23 13:24:22,559 DEBUG    urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/RELEASE_NOTES HTTP/1.1" 200 1214727
+2024-05-23 13:24:22,643 INFO     ___FILE_ONLY___ For the latest full release notes, please visit:
+  https://cloud.google.com/sdk/release_notes
+
+
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+
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+
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+
+2024-05-23 13:24:31,330 INFO     ___FILE_ONLY___ ╠═ Installing: gcloud Alpha Commands                        ═╣
+
+2024-05-23 13:24:31,330 INFO     ___FILE_ONLY___ ╚
+2024-05-23 13:24:31,335 DEBUG    urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
+2024-05-23 13:24:31,417 DEBUG    urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-alpha-20240517151541.tar.gz HTTP/1.1" 200 800
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+
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+2024-05-23 13:24:31,497 DEBUG    urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-beta-20240517151541.tar.gz HTTP/1.1" 200 797
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+
+2024-05-23 13:24:31,509 INFO     ___FILE_ONLY___ ╚
+2024-05-23 13:24:31,510 DEBUG    root            Attempting to move directory [/tools/google-cloud-sdk] to [/tools/google-cloud-sdk.staging/.install/.backup]
+2024-05-23 13:24:31,510 INFO     ___FILE_ONLY___ ══════════════════════════════
+2024-05-23 13:24:31,510 DEBUG    root            Attempting to move directory [/tools/google-cloud-sdk.staging] to [/tools/google-cloud-sdk]
+2024-05-23 13:24:31,510 INFO     ___FILE_ONLY___ ══════════════════════════════
+2024-05-23 13:24:31,510 INFO     ___FILE_ONLY___ ╝
+
+2024-05-23 13:24:31,514 DEBUG    root            Updating notification cache...
+2024-05-23 13:24:31,515 INFO     ___FILE_ONLY___ 
+
+2024-05-23 13:24:31,517 INFO     ___FILE_ONLY___ Performing post processing steps...
+2024-05-23 13:24:31,518 DEBUG    root            Executing command: ['/tools/google-cloud-sdk/bin/gcloud', 'components', 'post-process']
+2024-05-23 13:24:43,228 DEBUG    ___FILE_ONLY___ 
+2024-05-23 13:24:43,228 DEBUG    ___FILE_ONLY___ 
+2024-05-23 13:24:43,285 INFO     ___FILE_ONLY___ 
+Update done!
+
+
+2024-05-23 13:24:43,289 DEBUG    root            Chosen display Format:none
+2024-05-23 13:24:43,289 INFO     root            Display format: "none"

.config/logs/2024.05.23/13.24.32.030423.log

@@ -0,0 +1,5 @@
+2024-05-23 13:24:32,031 DEBUG    root            Loaded Command Group: ['gcloud', 'components']
+2024-05-23 13:24:32,033 DEBUG    root            Loaded Command Group: ['gcloud', 'components', 'post_process']
+2024-05-23 13:24:32,035 DEBUG    root            Running [gcloud.components.post-process] with arguments: []
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.config/logs/2024.05.23/13.24.43.927079.log

@@ -0,0 +1,8 @@
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+2024-05-23 13:24:43,987 DEBUG    root            Loaded Command Group: ['gcloud', 'config', 'set']
+2024-05-23 13:24:43,990 DEBUG    root            Running [gcloud.config.set] with arguments: [SECTION/PROPERTY: "component_manager/disable_update_check", VALUE: "true"]
+2024-05-23 13:24:43,991 INFO     ___FILE_ONLY___ Updated property [component_manager/disable_update_check].
+
+2024-05-23 13:24:43,992 DEBUG    root            Chosen display Format:default
+2024-05-23 13:24:43,993 INFO     root            Display format: "default"
+2024-05-23 13:24:43,994 DEBUG    root            SDK update checks are disabled.

.config/logs/2024.05.23/13.24.44.609427.log

@@ -0,0 +1,8 @@
+2024-05-23 13:24:44,611 DEBUG    root            Loaded Command Group: ['gcloud', 'config']
+2024-05-23 13:24:44,667 DEBUG    root            Loaded Command Group: ['gcloud', 'config', 'set']
+2024-05-23 13:24:44,670 DEBUG    root            Running [gcloud.config.set] with arguments: [SECTION/PROPERTY: "compute/gce_metadata_read_timeout_sec", VALUE: "0"]
+2024-05-23 13:24:44,671 INFO     ___FILE_ONLY___ Updated property [compute/gce_metadata_read_timeout_sec].
+
+2024-05-23 13:24:44,672 DEBUG    root            Chosen display Format:default
+2024-05-23 13:24:44,673 INFO     root            Display format: "default"
+2024-05-23 13:24:44,674 DEBUG    root            SDK update checks are disabled.

.gitattributes

@@ -33,3 +33,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+sample_data/mnist_test.csv filter=lfs diff=lfs merge=lfs -text
+sample_data/mnist_train_small.csv filter=lfs diff=lfs merge=lfs -text

README.md

@@ -1,4 +1,5 @@
 ---
+license: other
 tags:
 - merge
 - mergekit
@@ -10,15 +11,115 @@ base_model:
 - mlabonne/ChimeraLlama-3-8B-v2
 - nbeerbower/llama-3-stella-8B
 - uygarkurt/llama-3-merged-linear
+model-index:
+- name: NeuralLLaMa-3-8b-DT-v0.1
+  results:
+  - task:
+      type: text-generation
+      name: Text Generation
+    dataset:
+      name: IFEval (0-Shot)
+      type: HuggingFaceH4/ifeval
+      args:
+        num_few_shot: 0
+    metrics:
+    - type: inst_level_strict_acc and prompt_level_strict_acc
+      value: 43.71
+      name: strict accuracy
+    source:
+      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Kukedlc/NeuralLLaMa-3-8b-DT-v0.1
+      name: Open LLM Leaderboard
+  - task:
+      type: text-generation
+      name: Text Generation
+    dataset:
+      name: BBH (3-Shot)
+      type: BBH
+      args:
+        num_few_shot: 3
+    metrics:
+    - type: acc_norm
+      value: 28.01
+      name: normalized accuracy
+    source:
+      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Kukedlc/NeuralLLaMa-3-8b-DT-v0.1
+      name: Open LLM Leaderboard
+  - task:
+      type: text-generation
+      name: Text Generation
+    dataset:
+      name: MATH Lvl 5 (4-Shot)
+      type: hendrycks/competition_math
+      args:
+        num_few_shot: 4
+    metrics:
+    - type: exact_match
+      value: 7.25
+      name: exact match
+    source:
+      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Kukedlc/NeuralLLaMa-3-8b-DT-v0.1
+      name: Open LLM Leaderboard
+  - task:
+      type: text-generation
+      name: Text Generation
+    dataset:
+      name: GPQA (0-shot)
+      type: Idavidrein/gpqa
+      args:
+        num_few_shot: 0
+    metrics:
+    - type: acc_norm
+      value: 7.05
+      name: acc_norm
+    source:
+      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Kukedlc/NeuralLLaMa-3-8b-DT-v0.1
+      name: Open LLM Leaderboard
+  - task:
+      type: text-generation
+      name: Text Generation
+    dataset:
+      name: MuSR (0-shot)
+      type: TAUR-Lab/MuSR
+      args:
+        num_few_shot: 0
+    metrics:
+    - type: acc_norm
+      value: 9.69
+      name: acc_norm
+    source:
+      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Kukedlc/NeuralLLaMa-3-8b-DT-v0.1
+      name: Open LLM Leaderboard
+  - task:
+      type: text-generation
+      name: Text Generation
+    dataset:
+      name: MMLU-PRO (5-shot)
+      type: TIGER-Lab/MMLU-Pro
+      config: main
+      split: test
+      args:
+        num_few_shot: 5
+    metrics:
+    - type: acc
+      value: 31.02
+      name: accuracy
+    source:
+      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Kukedlc/NeuralLLaMa-3-8b-DT-v0.1
+      name: Open LLM Leaderboard
 ---
 
 # NeuralLLaMa-3-8b-DT-v0.1
 
+
+
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/64d71ab4089bc502ceb44d29/tK72e9RGnYyBVRy0T_Kba.png)
+
 NeuralLLaMa-3-8b-DT-v0.1 is a merge of the following models using [LazyMergekit](https://colab.research.google.com/drive/1obulZ1ROXHjYLn6PPZJwRR6GzgQogxxb?usp=sharing):
 * [mlabonne/ChimeraLlama-3-8B-v2](https://huggingface.co/mlabonne/ChimeraLlama-3-8B-v2)
 * [nbeerbower/llama-3-stella-8B](https://huggingface.co/nbeerbower/llama-3-stella-8B)
 * [uygarkurt/llama-3-merged-linear](https://huggingface.co/uygarkurt/llama-3-merged-linear)
 
+
 ## 🧩 Configuration
 
 ```yaml
@@ -43,28 +144,59 @@ parameters:
   int8_mask: true
 dtype: float16
 ```
+## 🗨️ Chats
+
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/64d71ab4089bc502ceb44d29/Uk89jeeRZ3Zh3wNBm6dXk.png)
+
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/64d71ab4089bc502ceb44d29/feYEkbM_TqeahAMOoiGoG.png)
 
 ## 💻 Usage
 
 ```python
-!pip install -qU transformers accelerate
+!pip install -qU transformers accelerate bitsandbytes
 
-from transformers import AutoTokenizer
+from transformers import AutoModelForCausalLM, AutoTokenizer, TextStreamer, BitsAndBytesConfig
-import transformers
 import torch
 
-model = "Kukedlc/NeuralLLaMa-3-8b-DT-v0.1"
+bnb_config = BitsAndBytesConfig(
-messages = [{"role": "user", "content": "What is a large language model?"}]
+    load_in_4bit=True,
-
+    bnb_4bit_use_double_quant=True,
-tokenizer = AutoTokenizer.from_pretrained(model)
+    bnb_4bit_quant_type="nf4",
-prompt = tokenizer.apply_chat_template(messages, tokenize=False, add_generation_prompt=True)
+    bnb_4bit_compute_dtype=torch.bfloat16
-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)
+MODEL_NAME = 'Kukedlc/NeuralLLaMa-3-8b-DT-v0.1'
-print(outputs[0]["generated_text"])
+tokenizer = AutoTokenizer.from_pretrained(MODEL_NAME)
-```
+model = AutoModelForCausalLM.from_pretrained(MODEL_NAME, device_map='cuda:0', quantization_config=bnb_config)
+
+prompt_system = "You are an advanced language model that speaks Spanish fluently, clearly, and precisely.\
+You are called Roberto the Robot and you are an aspiring post-modern artist."
+prompt = "Create a piece of art that represents how you see yourself, Roberto, as an advanced LLm, with ASCII art, mixing diagrams, engineering and let yourself go."
+
+chat = [
+    {"role": "system", "content": f"{prompt_system}"},
+    {"role": "user", "content": f"{prompt}"},
+]
+
+chat = tokenizer.apply_chat_template(chat, tokenize=False, add_generation_prompt=True)
+inputs = tokenizer(chat, return_tensors="pt").to('cuda')
+streamer = TextStreamer(tokenizer)
+stop_token = "<|eot_id|>"
+stop = tokenizer.encode(stop_token)[0]
+
+_ = model.generate(**inputs, streamer=streamer, max_new_tokens=1024, do_sample=True, temperature=0.7, repetition_penalty=1.2, top_p=0.9, eos_token_id=stop)
+```
+# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard)
+
+Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_Kukedlc__NeuralLLaMa-3-8b-DT-v0.1)
+
+|      Metric       |Value|
+|-------------------|----:|
+|Avg.               |21.12|
+|IFEval (0-Shot)    |43.71|
+|BBH (3-Shot)       |28.01|
+|MATH Lvl 5 (4-Shot)| 7.25|
+|GPQA (0-shot)      | 7.05|
+|MuSR (0-shot)      | 9.69|
+|MMLU-PRO (5-shot)  |31.02|
+

generation_config.json

@@ -0,0 +1,9 @@
+{
+  "bos_token_id": 128000,
+  "eos_token_id": [128001, 128009],
+  "do_sample": true,
+  "temperature": 0.6,
+  "max_length": 4096,
+  "top_p": 0.9,
+  "transformers_version": "4.40.0.dev0"
+}

sample_data/README.md

@@ -0,0 +1,19 @@
+This directory includes a few sample datasets to get you started.
+
+*   `california_housing_data*.csv` is California housing data from the 1990 US
+    Census; more information is available at:
+    https://developers.google.com/machine-learning/crash-course/california-housing-data-description
+
+*   `mnist_*.csv` is a small sample of the
+    [MNIST database](https://en.wikipedia.org/wiki/MNIST_database), which is
+    described at: http://yann.lecun.com/exdb/mnist/
+
+*   `anscombe.json` contains a copy of
+    [Anscombe's quartet](https://en.wikipedia.org/wiki/Anscombe%27s_quartet); it
+    was originally described in
+
+    Anscombe, F. J. (1973). 'Graphs in Statistical Analysis'. American
+    Statistician. 27 (1): 17-21. JSTOR 2682899.
+
+    and our copy was prepared by the
+    [vega_datasets library](https://github.com/altair-viz/vega_datasets/blob/4f67bdaad10f45e3549984e17e1b3088c731503d/vega_datasets/_data/anscombe.json).

sample_data/anscombe.json

@@ -0,0 +1,49 @@
+[
+  {"Series":"I", "X":10.0, "Y":8.04},
+  {"Series":"I", "X":8.0, "Y":6.95},
+  {"Series":"I", "X":13.0, "Y":7.58},
+  {"Series":"I", "X":9.0, "Y":8.81},
+  {"Series":"I", "X":11.0, "Y":8.33},
+  {"Series":"I", "X":14.0, "Y":9.96},
+  {"Series":"I", "X":6.0, "Y":7.24},
+  {"Series":"I", "X":4.0, "Y":4.26},
+  {"Series":"I", "X":12.0, "Y":10.84},
+  {"Series":"I", "X":7.0, "Y":4.81},
+  {"Series":"I", "X":5.0, "Y":5.68},
+
+  {"Series":"II", "X":10.0, "Y":9.14},
+  {"Series":"II", "X":8.0, "Y":8.14},
+  {"Series":"II", "X":13.0, "Y":8.74},
+  {"Series":"II", "X":9.0, "Y":8.77},
+  {"Series":"II", "X":11.0, "Y":9.26},
+  {"Series":"II", "X":14.0, "Y":8.10},
+  {"Series":"II", "X":6.0, "Y":6.13},
+  {"Series":"II", "X":4.0, "Y":3.10},
+  {"Series":"II", "X":12.0, "Y":9.13},
+  {"Series":"II", "X":7.0, "Y":7.26},
+  {"Series":"II", "X":5.0, "Y":4.74},
+
+  {"Series":"III", "X":10.0, "Y":7.46},
+  {"Series":"III", "X":8.0, "Y":6.77},
+  {"Series":"III", "X":13.0, "Y":12.74},
+  {"Series":"III", "X":9.0, "Y":7.11},
+  {"Series":"III", "X":11.0, "Y":7.81},
+  {"Series":"III", "X":14.0, "Y":8.84},
+  {"Series":"III", "X":6.0, "Y":6.08},
+  {"Series":"III", "X":4.0, "Y":5.39},
+  {"Series":"III", "X":12.0, "Y":8.15},
+  {"Series":"III", "X":7.0, "Y":6.42},
+  {"Series":"III", "X":5.0, "Y":5.73},
+
+  {"Series":"IV", "X":8.0, "Y":6.58},
+  {"Series":"IV", "X":8.0, "Y":5.76},
+  {"Series":"IV", "X":8.0, "Y":7.71},
+  {"Series":"IV", "X":8.0, "Y":8.84},
+  {"Series":"IV", "X":8.0, "Y":8.47},
+  {"Series":"IV", "X":8.0, "Y":7.04},
+  {"Series":"IV", "X":8.0, "Y":5.25},
+  {"Series":"IV", "X":19.0, "Y":12.50},
+  {"Series":"IV", "X":8.0, "Y":5.56},
+  {"Series":"IV", "X":8.0, "Y":7.91},
+  {"Series":"IV", "X":8.0, "Y":6.89}
+]

sample_data/mnist_test.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:51c292478d94ec3a01461bdfa82eb0885d262eb09e615679b2d69dedb6ad09e7
+size 18289443

sample_data/mnist_train_small.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1ef64781aa03180f4f5ce504314f058f5d0227277df86060473d973cf43b033e
+size 36523880