Init

.gitattributes

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README.md

@@ -1,3 +1,95 @@
 ---
+language:
+- en
+library_name: transformers
+pipeline_tag: text-generation
+datasets:
+- ise-uiuc/Magicoder-OSS-Instruct-75K
+- ise-uiuc/Magicoder-Evol-Instruct-110K
+tags:
+- code
 license: apache-2.0
+model-index:
+- name: SpeechlessCoder
+  results:
+  - task:
+      type: text-generation
+    dataset:
+      type: openai_humaneval
+      name: HumanEval
+    metrics:
+    - name: pass@1
+      type: pass@1
+      value: 
+      verified: false
 ---
+
+<p><h1> speechless-coder-ds-6.7b  </h1></p>
+
+Use the following dataset to fine-tune deepseek-ai/deepseek-coder-6.7b in order to improve the model's reasoning and planning abilities.
+
+context window length: 8192
+max_tokens > 128 && < 8192
+>
+Total 185,193 samples 426 MB
+- ise-uiuc/Magicoder-OSS-Instruct-75K 75,186 samples
+- ise-uiuc/Magicoder-Evol-Instruct-110K 110,007 samples
+
+
+50 samples/T=0.2/MaxTokens=512/Top_P=0.95
+
+Code: https://github.com/uukuguy/speechless
+
+## HumanEval
+
+| Metric | Value |
+| --- | --- |
+| humaneval-python |  |
+
+[Big Code Models Leaderboard](https://huggingface.co/spaces/bigcode/bigcode-models-leaderboard)
+
+CodeLlama-34B-Python: 53.29
+
+CodeLlama-34B-Instruct: 50.79
+
+CodeLlama-13B-Instruct: 50.6
+
+CodeLlama-34B: 45.11
+
+CodeLlama-13B-Python: 42.89
+
+CodeLlama-13B: 35.07
+
+## BigCode Eval
+0.314188
+
+- metrics_humanevalfixtests-cpp:    "pass@1": 0.27439024390243905
+- metrics_humanevalfixtests-go:    "pass@1": 0.23170731707317074
+- metrics_humanevalfixtests-java:    "pass@1": 0.25609756097560976
+- metrics_humanevalfixtests-js:    "pass@1": 0.21951219512195122
+- metrics_humanevalfixtests-python:    "pass@1": 0.23780487804878048
+- metrics_humanevalfixtests-rust:    "pass@1": 0.13414634146341464
+
+0.390111
+
+- metrics_humanevalsynthesize-cpp:    "pass@1": 0.3780487804878049
+- metrics_humanevalsynthesize-go:    "pass@1": 0.25609756097560976
+- metrics_humanevalsynthesize-java:    "pass@1": 0.45121951219512196
+- metrics_humanevalsynthesize-js:    "pass@1": 0.4268292682926829
+- metrics_humanevalsynthesize-python:    "pass@1": 0.5365853658536586
+- metrics_humanevalsynthesize-rust:    "pass@1": 0.25
+- metrics_mbpp:    "pass@1": 0.432
+
+
+
+## LMEval
+
+[Open LLM Leaderboard](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)
+| Metric | Value |
+| --- | --- |
+| ARC | |
+| HellaSwag | |
+| MMLU | |
+| TruthfulQA |  |
+| Average |  |
+

config.json

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+{
+  "_name_or_path": "/opt/local/llm_models/huggingface.co/deepseek-ai/deepseek-coder-6.7b-base",
+  "architectures": [
+    "LlamaForCausalLM"
+  ],
+  "attention_bias": false,
+  "bos_token_id": 32013,
+  "eos_token_id": 32014,
+  "hidden_act": "silu",
+  "hidden_size": 4096,
+  "initializer_range": 0.02,
+  "intermediate_size": 11008,
+  "max_position_embeddings": 16384,
+  "model_type": "llama",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 32,
+  "num_key_value_heads": 32,
+  "pretraining_tp": 1,
+  "rms_norm_eps": 1e-06,
+  "rope_scaling": {
+    "factor": 4.0,
+    "type": "linear"
+  },
+  "rope_theta": 100000,
+  "tie_word_embeddings": false,
+  "torch_dtype": "float16",
+  "transformers_version": "4.34.0",
+  "use_cache": true,
+  "vocab_size": 32256
+}

generation_config.json

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+{
+  "_from_model_config": true,
+  "bos_token_id": 32013,
+  "eos_token_id": 32014,
+  "transformers_version": "4.34.0"
+}

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special_tokens_map.json

@@ -0,0 +1,5 @@
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tokenizer_config.json

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