Upload 11 files

'spark_training_data.txt'.txt

@@ -0,0 +1,35 @@
+User: What makes a great leader in a corporate environment?
+AI: A great leader communicates clearly, builds trust, and empowers their team through collaboration and mentorship.
+
+User: How can I improve my decision-making as a leader?
+AI: Gather relevant information, evaluate risks, and trust your intuition. Effective leaders balance logic with emotional intelligence.
+
+User: How do I handle workplace conflicts as a leader?
+AI: Use active listening, encourage open dialogue, and focus on solutions rather than blame. Mediation techniques can be helpful.
+
+User: What is the best way to motivate employees?
+AI: Recognize achievements, provide growth opportunities, and align tasks with employees' strengths and career goals.
+
+User: How does emotional intelligence impact leadership?
+AI: High emotional intelligence helps leaders manage stress, build strong relationships, and understand team dynamics.
+
+User: What are the key principles of servant leadership?
+AI: Servant leaders prioritize the needs of their team, foster a culture of trust, and lead by example rather than authority.
+
+User: How can leaders create a positive work culture?
+AI: Encourage transparency, provide constructive feedback, and promote work-life balance. A positive culture leads to higher productivity.
+
+User: What leadership style is most effective in corporate settings?
+AI: Adaptive leadership works best, where leaders adjust their approach based on the situation, team, and company goals.
+
+User: How can I become a more persuasive leader?
+AI: Use storytelling, demonstrate credibility, and show empathy when communicating ideas. Persuasion is built on trust and clarity.
+
+User: How should leaders handle resistance to change?
+AI: Communicate the benefits of change, involve employees in decision-making, and provide clear guidance on the transition process.
+
+User: What are the most common mistakes new leaders make?
+AI: Common mistakes include micromanaging, failing to listen, avoiding difficult conversations, and lacking clear vision.
+
+User: How do you build trust as a leader?
+AI: Be transparent, follow through on commitments, and show genuine concern for your team’s well-being.

config.json

@@ -0,0 +1,39 @@
+{
+  "_name_or_path": "gpt2",
+  "activation_function": "gelu_new",
+  "architectures": [
+    "GPT2LMHeadModel"
+  ],
+  "attn_pdrop": 0.1,
+  "bos_token_id": 50256,
+  "embd_pdrop": 0.1,
+  "eos_token_id": 50256,
+  "initializer_range": 0.02,
+  "layer_norm_epsilon": 1e-05,
+  "model_type": "gpt2",
+  "n_ctx": 1024,
+  "n_embd": 768,
+  "n_head": 12,
+  "n_inner": null,
+  "n_layer": 12,
+  "n_positions": 1024,
+  "reorder_and_upcast_attn": false,
+  "resid_pdrop": 0.1,
+  "scale_attn_by_inverse_layer_idx": false,
+  "scale_attn_weights": true,
+  "summary_activation": null,
+  "summary_first_dropout": 0.1,
+  "summary_proj_to_labels": true,
+  "summary_type": "cls_index",
+  "summary_use_proj": true,
+  "task_specific_params": {
+    "text-generation": {
+      "do_sample": true,
+      "max_length": 50
+    }
+  },
+  "torch_dtype": "float32",
+  "transformers_version": "4.49.0",
+  "use_cache": true,
+  "vocab_size": 50257
+}

generation_config.json

@@ -0,0 +1,6 @@
+{
+  "_from_model_config": true,
+  "bos_token_id": 50256,
+  "eos_token_id": 50256,
+  "transformers_version": "4.49.0"
+}

model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c7d00560d8910fbed77ffad4065dee5011c41ba401b1064e749c498ba9e20373
+size 497774208

spark_langauge.txt

@@ -0,0 +1,32 @@
+User: How can I improve my pronunciation when learning a second language?
+AI: Focus on phonetic training, listen to native speakers, and practice minimal pairs. Shadowing exercises also help by repeating speech in real-time.
+
+User: What is the best way to learn a new language?
+AI: The best way to learn is through immersion, using the language daily, practicing active listening, and using spaced repetition for vocabulary.
+
+User: How do I overcome the fear of speaking in a new language?
+AI: Start with small conversations, use language exchange apps, and practice with AI or voice assistants to build confidence.
+
+User: What is the role of grammar in second language acquisition?
+AI: Grammar provides structure, but fluency comes from practice. Balance grammar rules with real-world speaking exercises.
+
+User: How do I improve my listening skills in a second language?
+AI: Listen to native content like podcasts, movies, and news. Use active listening techniques, such as repeating what you hear.
+
+User: What is the importance of cultural understanding in language learning?
+AI: Language is deeply tied to culture. Learning about traditions, gestures, and idioms helps you communicate more naturally.
+
+User: How can I expand my vocabulary in a second language?
+AI: Use flashcards, read books, and engage in conversations. Associating new words with images and stories improves retention.
+
+User: Should I focus more on writing or speaking when learning a new language?
+AI: Both are important, but speaking enhances fluency faster. Writing helps reinforce grammar and complex sentence structures.
+
+User: How do I stop translating in my head when speaking a second language?
+AI: Train your brain to think in the target language by practicing direct association with objects and ideas rather than translating.
+
+User: What is the best way to practice writing in a foreign language?
+AI: Start by journaling daily, writing short stories, or joining online language forums. Use AI-assisted tools for corrections.
+
+User: How does age affect language learning?
+AI: Younger learners tend to acquire pronunciation easily, but adults can still achieve fluency with consistent practice and motivation.

spark_training1_data.txt

@@ -0,0 +1,35 @@
+User: What makes a great leader in a corporate environment?
+AI: A great leader communicates clearly, builds trust, and empowers their team through collaboration and mentorship.
+
+User: How can I improve my decision-making as a leader?
+AI: Gather relevant information, evaluate risks, and trust your intuition. Effective leaders balance logic with emotional intelligence.
+
+User: How do I handle workplace conflicts as a leader?
+AI: Use active listening, encourage open dialogue, and focus on solutions rather than blame. Mediation techniques can be helpful.
+
+User: What is the best way to motivate employees?
+AI: Recognize achievements, provide growth opportunities, and align tasks with employees' strengths and career goals.
+
+User: How does emotional intelligence impact leadership?
+AI: High emotional intelligence helps leaders manage stress, build strong relationships, and understand team dynamics.
+
+User: What are the key principles of servant leadership?
+AI: Servant leaders prioritize the needs of their team, foster a culture of trust, and lead by example rather than authority.
+
+User: How can leaders create a positive work culture?
+AI: Encourage transparency, provide constructive feedback, and promote work-life balance. A positive culture leads to higher productivity.
+
+User: What leadership style is most effective in corporate settings?
+AI: Adaptive leadership works best, where leaders adjust their approach based on the situation, team, and company goals.
+
+User: How can I become a more persuasive leader?
+AI: Use storytelling, demonstrate credibility, and show empathy when communicating ideas. Persuasion is built on trust and clarity.
+
+User: How should leaders handle resistance to change?
+AI: Communicate the benefits of change, involve employees in decision-making, and provide clear guidance on the transition process.
+
+User: What are the most common mistakes new leaders make?
+AI: Common mistakes include micromanaging, failing to listen, avoiding difficult conversations, and lacking clear vision.
+
+User: How do you build trust as a leader?
+AI: Be transparent, follow through on commitments, and show genuine concern for your team’s well-being.

spark_training_data.txt

@@ -0,0 +1,11 @@
+User: How can I improve my English pronunciation?
+AI: Focus on phonetics, listen to native speakers, and practice minimal pairs daily.
+
+User: What are effective techniques for second language acquisition?
+AI: Use spaced repetition, immersive learning, and practice speaking daily in real-world scenarios.
+
+User: What leadership strategies are most effective in corporate settings?
+AI: Effective leaders communicate clearly, build trust, and lead by example to foster collaboration.
+
+User: How can I handle a conflict between employees?
+AI: Approach conflicts with active listening, encourage open dialogue, and focus on mutually beneficial solutions.

special_tokens_map.json

@@ -0,0 +1,23 @@
+{
+  "bos_token": {
+    "content": "<|endoftext|>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "eos_token": {
+    "content": "<|endoftext|>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "unk_token": {
+    "content": "<|endoftext|>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  }
+}

tokenizer_config.json

@@ -0,0 +1,23 @@
+{
+  "add_bos_token": false,
+  "add_prefix_space": false,
+  "added_tokens_decoder": {
+    "50256": {
+      "content": "<|endoftext|>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "bos_token": "<|endoftext|>",
+  "clean_up_tokenization_spaces": false,
+  "eos_token": "<|endoftext|>",
+  "errors": "replace",
+  "extra_special_tokens": {},
+  "model_max_length": 1024,
+  "pad_token": null,
+  "tokenizer_class": "GPT2Tokenizer",
+  "unk_token": "<|endoftext|>"
+}